WORST_CASE(Omega(n^2),O(n^3)) proof of /export/starexec/sandbox2/benchmark/theBenchmark.trs # AProVE Commit ID: c69e44bd14796315568835c1ffa2502984884775 mhark 20210624 unpublished The Runtime Complexity (innermost) of the given CpxRelTRS could be proven to be BOUNDS(n^2, n^3). (0) CpxRelTRS (1) SInnermostTerminationProof [BOTH CONCRETE BOUNDS(ID, ID), 848 ms] (2) CpxRelTRS (3) RelTrsToWeightedTrsProof [BOTH BOUNDS(ID, ID), 0 ms] (4) CpxWeightedTrs (5) TypeInferenceProof [BOTH BOUNDS(ID, ID), 0 ms] (6) CpxTypedWeightedTrs (7) CompletionProof [UPPER BOUND(ID), 0 ms] (8) CpxTypedWeightedCompleteTrs (9) NarrowingProof [BOTH BOUNDS(ID, ID), 0 ms] (10) CpxTypedWeightedCompleteTrs (11) CpxTypedWeightedTrsToRntsProof [UPPER BOUND(ID), 0 ms] (12) CpxRNTS (13) SimplificationProof [BOTH BOUNDS(ID, ID), 0 ms] (14) CpxRNTS (15) CpxRntsAnalysisOrderProof [BOTH BOUNDS(ID, ID), 0 ms] (16) CpxRNTS (17) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (18) CpxRNTS (19) IntTrsBoundProof [UPPER BOUND(ID), 326 ms] (20) CpxRNTS (21) IntTrsBoundProof [UPPER BOUND(ID), 169 ms] (22) CpxRNTS (23) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (24) CpxRNTS (25) IntTrsBoundProof [UPPER BOUND(ID), 345 ms] (26) CpxRNTS (27) IntTrsBoundProof [UPPER BOUND(ID), 116 ms] (28) CpxRNTS (29) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (30) CpxRNTS (31) IntTrsBoundProof [UPPER BOUND(ID), 203 ms] (32) CpxRNTS (33) IntTrsBoundProof [UPPER BOUND(ID), 26 ms] (34) CpxRNTS (35) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (36) CpxRNTS (37) IntTrsBoundProof [UPPER BOUND(ID), 464 ms] (38) CpxRNTS (39) IntTrsBoundProof [UPPER BOUND(ID), 116 ms] (40) CpxRNTS (41) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (42) CpxRNTS (43) IntTrsBoundProof [UPPER BOUND(ID), 2116 ms] (44) CpxRNTS (45) IntTrsBoundProof [UPPER BOUND(ID), 617 ms] (46) CpxRNTS (47) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (48) CpxRNTS (49) IntTrsBoundProof [UPPER BOUND(ID), 2953 ms] (50) CpxRNTS (51) IntTrsBoundProof [UPPER BOUND(ID), 798 ms] (52) CpxRNTS (53) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (54) CpxRNTS (55) IntTrsBoundProof [UPPER BOUND(ID), 965 ms] (56) CpxRNTS (57) IntTrsBoundProof [UPPER BOUND(ID), 195 ms] (58) CpxRNTS (59) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (60) CpxRNTS (61) IntTrsBoundProof [UPPER BOUND(ID), 1676 ms] (62) CpxRNTS (63) IntTrsBoundProof [UPPER BOUND(ID), 342 ms] (64) CpxRNTS (65) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (66) CpxRNTS (67) IntTrsBoundProof [UPPER BOUND(ID), 2495 ms] (68) CpxRNTS (69) IntTrsBoundProof [UPPER BOUND(ID), 487 ms] (70) CpxRNTS (71) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (72) CpxRNTS (73) IntTrsBoundProof [UPPER BOUND(ID), 605 ms] (74) CpxRNTS (75) IntTrsBoundProof [UPPER BOUND(ID), 115 ms] (76) CpxRNTS (77) FinalProof [FINISHED, 0 ms] (78) BOUNDS(1, n^3) (79) RenamingProof [BOTH BOUNDS(ID, ID), 0 ms] (80) CpxRelTRS (81) SlicingProof [LOWER BOUND(ID), 0 ms] (82) CpxRelTRS (83) TypeInferenceProof [BOTH BOUNDS(ID, ID), 0 ms] (84) typed CpxTrs (85) OrderProof [LOWER BOUND(ID), 22 ms] (86) typed CpxTrs (87) RewriteLemmaProof [LOWER BOUND(ID), 366 ms] (88) BEST (89) proven lower bound (90) LowerBoundPropagationProof [FINISHED, 0 ms] (91) BOUNDS(n^1, INF) (92) typed CpxTrs (93) RewriteLemmaProof [LOWER BOUND(ID), 99 ms] (94) typed CpxTrs (95) RewriteLemmaProof [LOWER BOUND(ID), 59 ms] (96) typed CpxTrs (97) RewriteLemmaProof [LOWER BOUND(ID), 611 ms] (98) typed CpxTrs (99) RewriteLemmaProof [LOWER BOUND(ID), 18 ms] (100) typed CpxTrs (101) RewriteLemmaProof [LOWER BOUND(ID), 97 ms] (102) typed CpxTrs (103) RewriteLemmaProof [LOWER BOUND(ID), 18.4 s] (104) BEST (105) proven lower bound (106) LowerBoundPropagationProof [FINISHED, 0 ms] (107) BOUNDS(n^2, INF) (108) typed CpxTrs (109) RewriteLemmaProof [LOWER BOUND(ID), 1197 ms] (110) BOUNDS(1, INF) ---------------------------------------- (0) Obligation: The Runtime Complexity (innermost) of the given CpxRelTRS could be proven to be BOUNDS(n^2, n^3). The TRS R consists of the following rules: EQ(0, 0) -> c EQ(0, s(z0)) -> c1 EQ(s(z0), 0) -> c2 EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(0, z0) -> c4 LE(s(z0), 0) -> c5 LE(s(z0), s(z1)) -> c6(LE(z0, z1)) MIN(cons(0, nil)) -> c7 MIN(cons(s(z0), nil)) -> c8 MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) REPLACE(z0, z1, nil) -> c12 REPLACE(z0, z1, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, z1, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(true, z0, z1, cons(z2, z3)) -> c14 IF_REPLACE(false, z0, z1, cons(z2, z3)) -> c15(REPLACE(z0, z1, z3)) SORT(nil) -> c16 SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z0, z1), MIN(cons(z0, z1))) The (relative) TRS S consists of the following rules: eq(0, 0) -> true eq(0, s(z0)) -> false eq(s(z0), 0) -> false eq(s(z0), s(z1)) -> eq(z0, z1) le(0, z0) -> true le(s(z0), 0) -> false le(s(z0), s(z1)) -> le(z0, z1) min(cons(0, nil)) -> 0 min(cons(s(z0), nil)) -> s(z0) min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) sort(nil) -> nil sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) Rewrite Strategy: INNERMOST ---------------------------------------- (1) SInnermostTerminationProof (BOTH CONCRETE BOUNDS(ID, ID)) proved innermost termination of relative rules ---------------------------------------- (2) Obligation: The Runtime Complexity (innermost) of the given CpxRelTRS could be proven to be BOUNDS(n^2, n^3). The TRS R consists of the following rules: EQ(0, 0) -> c EQ(0, s(z0)) -> c1 EQ(s(z0), 0) -> c2 EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(0, z0) -> c4 LE(s(z0), 0) -> c5 LE(s(z0), s(z1)) -> c6(LE(z0, z1)) MIN(cons(0, nil)) -> c7 MIN(cons(s(z0), nil)) -> c8 MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) REPLACE(z0, z1, nil) -> c12 REPLACE(z0, z1, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, z1, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(true, z0, z1, cons(z2, z3)) -> c14 IF_REPLACE(false, z0, z1, cons(z2, z3)) -> c15(REPLACE(z0, z1, z3)) SORT(nil) -> c16 SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z0, z1), MIN(cons(z0, z1))) The (relative) TRS S consists of the following rules: eq(0, 0) -> true eq(0, s(z0)) -> false eq(s(z0), 0) -> false eq(s(z0), s(z1)) -> eq(z0, z1) le(0, z0) -> true le(s(z0), 0) -> false le(s(z0), s(z1)) -> le(z0, z1) min(cons(0, nil)) -> 0 min(cons(s(z0), nil)) -> s(z0) min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) sort(nil) -> nil sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) Rewrite Strategy: INNERMOST ---------------------------------------- (3) RelTrsToWeightedTrsProof (BOTH BOUNDS(ID, ID)) Transformed relative TRS to weighted TRS ---------------------------------------- (4) Obligation: The Runtime Complexity (innermost) of the given CpxWeightedTrs could be proven to be BOUNDS(1, n^3). The TRS R consists of the following rules: EQ(0, 0) -> c [1] EQ(0, s(z0)) -> c1 [1] EQ(s(z0), 0) -> c2 [1] EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) [1] LE(0, z0) -> c4 [1] LE(s(z0), 0) -> c5 [1] LE(s(z0), s(z1)) -> c6(LE(z0, z1)) [1] MIN(cons(0, nil)) -> c7 [1] MIN(cons(s(z0), nil)) -> c8 [1] MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) [1] IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) [1] IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) [1] REPLACE(z0, z1, nil) -> c12 [1] REPLACE(z0, z1, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, z1, cons(z2, z3)), EQ(z0, z2)) [1] IF_REPLACE(true, z0, z1, cons(z2, z3)) -> c14 [1] IF_REPLACE(false, z0, z1, cons(z2, z3)) -> c15(REPLACE(z0, z1, z3)) [1] SORT(nil) -> c16 [1] SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) [1] SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z0, z1), MIN(cons(z0, z1))) [1] eq(0, 0) -> true [0] eq(0, s(z0)) -> false [0] eq(s(z0), 0) -> false [0] eq(s(z0), s(z1)) -> eq(z0, z1) [0] le(0, z0) -> true [0] le(s(z0), 0) -> false [0] le(s(z0), s(z1)) -> le(z0, z1) [0] min(cons(0, nil)) -> 0 [0] min(cons(s(z0), nil)) -> s(z0) [0] min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) [0] if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) [0] if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) [0] replace(z0, z1, nil) -> nil [0] replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) [0] if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) [0] if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) [0] sort(nil) -> nil [0] sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) [0] Rewrite Strategy: INNERMOST ---------------------------------------- (5) TypeInferenceProof (BOTH BOUNDS(ID, ID)) Infered types. ---------------------------------------- (6) Obligation: Runtime Complexity Weighted TRS with Types. The TRS R consists of the following rules: EQ(0, 0) -> c [1] EQ(0, s(z0)) -> c1 [1] EQ(s(z0), 0) -> c2 [1] EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) [1] LE(0, z0) -> c4 [1] LE(s(z0), 0) -> c5 [1] LE(s(z0), s(z1)) -> c6(LE(z0, z1)) [1] MIN(cons(0, nil)) -> c7 [1] MIN(cons(s(z0), nil)) -> c8 [1] MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) [1] IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) [1] IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) [1] REPLACE(z0, z1, nil) -> c12 [1] REPLACE(z0, z1, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, z1, cons(z2, z3)), EQ(z0, z2)) [1] IF_REPLACE(true, z0, z1, cons(z2, z3)) -> c14 [1] IF_REPLACE(false, z0, z1, cons(z2, z3)) -> c15(REPLACE(z0, z1, z3)) [1] SORT(nil) -> c16 [1] SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) [1] SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z0, z1), MIN(cons(z0, z1))) [1] eq(0, 0) -> true [0] eq(0, s(z0)) -> false [0] eq(s(z0), 0) -> false [0] eq(s(z0), s(z1)) -> eq(z0, z1) [0] le(0, z0) -> true [0] le(s(z0), 0) -> false [0] le(s(z0), s(z1)) -> le(z0, z1) [0] min(cons(0, nil)) -> 0 [0] min(cons(s(z0), nil)) -> s(z0) [0] min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) [0] if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) [0] if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) [0] replace(z0, z1, nil) -> nil [0] replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) [0] if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) [0] if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) [0] sort(nil) -> nil [0] sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) [0] The TRS has the following type information: EQ :: 0:s -> 0:s -> c:c1:c2:c3 0 :: 0:s c :: c:c1:c2:c3 s :: 0:s -> 0:s c1 :: c:c1:c2:c3 c2 :: c:c1:c2:c3 c3 :: c:c1:c2:c3 -> c:c1:c2:c3 LE :: 0:s -> 0:s -> c4:c5:c6 c4 :: c4:c5:c6 c5 :: c4:c5:c6 c6 :: c4:c5:c6 -> c4:c5:c6 MIN :: nil:cons -> c7:c8:c9 cons :: 0:s -> nil:cons -> nil:cons nil :: nil:cons c7 :: c7:c8:c9 c8 :: c7:c8:c9 c9 :: c10:c11 -> c4:c5:c6 -> c7:c8:c9 IF_MIN :: true:false -> nil:cons -> c10:c11 le :: 0:s -> 0:s -> true:false true :: true:false c10 :: c7:c8:c9 -> c10:c11 false :: true:false c11 :: c7:c8:c9 -> c10:c11 REPLACE :: 0:s -> 0:s -> nil:cons -> c12:c13 c12 :: c12:c13 c13 :: c14:c15 -> c:c1:c2:c3 -> c12:c13 IF_REPLACE :: true:false -> 0:s -> 0:s -> nil:cons -> c14:c15 eq :: 0:s -> 0:s -> true:false c14 :: c14:c15 c15 :: c12:c13 -> c14:c15 SORT :: nil:cons -> c16:c17:c18 c16 :: c16:c17:c18 c17 :: c7:c8:c9 -> c16:c17:c18 c18 :: c16:c17:c18 -> c12:c13 -> c7:c8:c9 -> c16:c17:c18 replace :: 0:s -> 0:s -> nil:cons -> nil:cons min :: nil:cons -> 0:s if_min :: true:false -> nil:cons -> 0:s if_replace :: true:false -> 0:s -> 0:s -> nil:cons -> nil:cons sort :: nil:cons -> nil:cons Rewrite Strategy: INNERMOST ---------------------------------------- (7) CompletionProof (UPPER BOUND(ID)) The transformation into a RNTS is sound, since: (a) The obligation is a constructor system where every type has a constant constructor, (b) The following defined symbols do not have to be completely defined, as they can never occur inside other defined symbols: EQ_2 LE_2 MIN_1 IF_MIN_2 REPLACE_3 IF_REPLACE_4 SORT_1 (c) The following functions are completely defined: eq_2 le_2 min_1 if_min_2 replace_3 if_replace_4 sort_1 Due to the following rules being added: eq(v0, v1) -> null_eq [0] le(v0, v1) -> null_le [0] min(v0) -> 0 [0] if_min(v0, v1) -> 0 [0] replace(v0, v1, v2) -> nil [0] if_replace(v0, v1, v2, v3) -> nil [0] sort(v0) -> nil [0] And the following fresh constants: null_eq, null_le, const ---------------------------------------- (8) Obligation: Runtime Complexity Weighted TRS where critical functions are completely defined. The underlying TRS is: Runtime Complexity Weighted TRS with Types. The TRS R consists of the following rules: EQ(0, 0) -> c [1] EQ(0, s(z0)) -> c1 [1] EQ(s(z0), 0) -> c2 [1] EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) [1] LE(0, z0) -> c4 [1] LE(s(z0), 0) -> c5 [1] LE(s(z0), s(z1)) -> c6(LE(z0, z1)) [1] MIN(cons(0, nil)) -> c7 [1] MIN(cons(s(z0), nil)) -> c8 [1] MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) [1] IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) [1] IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) [1] REPLACE(z0, z1, nil) -> c12 [1] REPLACE(z0, z1, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, z1, cons(z2, z3)), EQ(z0, z2)) [1] IF_REPLACE(true, z0, z1, cons(z2, z3)) -> c14 [1] IF_REPLACE(false, z0, z1, cons(z2, z3)) -> c15(REPLACE(z0, z1, z3)) [1] SORT(nil) -> c16 [1] SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) [1] SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z0, z1), MIN(cons(z0, z1))) [1] eq(0, 0) -> true [0] eq(0, s(z0)) -> false [0] eq(s(z0), 0) -> false [0] eq(s(z0), s(z1)) -> eq(z0, z1) [0] le(0, z0) -> true [0] le(s(z0), 0) -> false [0] le(s(z0), s(z1)) -> le(z0, z1) [0] min(cons(0, nil)) -> 0 [0] min(cons(s(z0), nil)) -> s(z0) [0] min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) [0] if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) [0] if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) [0] replace(z0, z1, nil) -> nil [0] replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) [0] if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) [0] if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) [0] sort(nil) -> nil [0] sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) [0] eq(v0, v1) -> null_eq [0] le(v0, v1) -> null_le [0] min(v0) -> 0 [0] if_min(v0, v1) -> 0 [0] replace(v0, v1, v2) -> nil [0] if_replace(v0, v1, v2, v3) -> nil [0] sort(v0) -> nil [0] The TRS has the following type information: EQ :: 0:s -> 0:s -> c:c1:c2:c3 0 :: 0:s c :: c:c1:c2:c3 s :: 0:s -> 0:s c1 :: c:c1:c2:c3 c2 :: c:c1:c2:c3 c3 :: c:c1:c2:c3 -> c:c1:c2:c3 LE :: 0:s -> 0:s -> c4:c5:c6 c4 :: c4:c5:c6 c5 :: c4:c5:c6 c6 :: c4:c5:c6 -> c4:c5:c6 MIN :: nil:cons -> c7:c8:c9 cons :: 0:s -> nil:cons -> nil:cons nil :: nil:cons c7 :: c7:c8:c9 c8 :: c7:c8:c9 c9 :: c10:c11 -> c4:c5:c6 -> c7:c8:c9 IF_MIN :: true:false:null_eq:null_le -> nil:cons -> c10:c11 le :: 0:s -> 0:s -> true:false:null_eq:null_le true :: true:false:null_eq:null_le c10 :: c7:c8:c9 -> c10:c11 false :: true:false:null_eq:null_le c11 :: c7:c8:c9 -> c10:c11 REPLACE :: 0:s -> 0:s -> nil:cons -> c12:c13 c12 :: c12:c13 c13 :: c14:c15 -> c:c1:c2:c3 -> c12:c13 IF_REPLACE :: true:false:null_eq:null_le -> 0:s -> 0:s -> nil:cons -> c14:c15 eq :: 0:s -> 0:s -> true:false:null_eq:null_le c14 :: c14:c15 c15 :: c12:c13 -> c14:c15 SORT :: nil:cons -> c16:c17:c18 c16 :: c16:c17:c18 c17 :: c7:c8:c9 -> c16:c17:c18 c18 :: c16:c17:c18 -> c12:c13 -> c7:c8:c9 -> c16:c17:c18 replace :: 0:s -> 0:s -> nil:cons -> nil:cons min :: nil:cons -> 0:s if_min :: true:false:null_eq:null_le -> nil:cons -> 0:s if_replace :: true:false:null_eq:null_le -> 0:s -> 0:s -> nil:cons -> nil:cons sort :: nil:cons -> nil:cons null_eq :: true:false:null_eq:null_le null_le :: true:false:null_eq:null_le const :: c10:c11 Rewrite Strategy: INNERMOST ---------------------------------------- (9) NarrowingProof (BOTH BOUNDS(ID, ID)) Narrowed the inner basic terms of all right-hand sides by a single narrowing step. ---------------------------------------- (10) Obligation: Runtime Complexity Weighted TRS where critical functions are completely defined. The underlying TRS is: Runtime Complexity Weighted TRS with Types. The TRS R consists of the following rules: EQ(0, 0) -> c [1] EQ(0, s(z0)) -> c1 [1] EQ(s(z0), 0) -> c2 [1] EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) [1] LE(0, z0) -> c4 [1] LE(s(z0), 0) -> c5 [1] LE(s(z0), s(z1)) -> c6(LE(z0, z1)) [1] MIN(cons(0, nil)) -> c7 [1] MIN(cons(s(z0), nil)) -> c8 [1] MIN(cons(0, cons(z1, z2))) -> c9(IF_MIN(true, cons(0, cons(z1, z2))), LE(0, z1)) [1] MIN(cons(s(z0'), cons(0, z2))) -> c9(IF_MIN(false, cons(s(z0'), cons(0, z2))), LE(s(z0'), 0)) [1] MIN(cons(s(z0''), cons(s(z1'), z2))) -> c9(IF_MIN(le(z0'', z1'), cons(s(z0''), cons(s(z1'), z2))), LE(s(z0''), s(z1'))) [1] MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(null_le, cons(z0, cons(z1, z2))), LE(z0, z1)) [1] IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) [1] IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) [1] REPLACE(z0, z1, nil) -> c12 [1] REPLACE(0, z1, cons(0, z3)) -> c13(IF_REPLACE(true, 0, z1, cons(0, z3)), EQ(0, 0)) [1] REPLACE(0, z1, cons(s(z01), z3)) -> c13(IF_REPLACE(false, 0, z1, cons(s(z01), z3)), EQ(0, s(z01))) [1] REPLACE(s(z02), z1, cons(0, z3)) -> c13(IF_REPLACE(false, s(z02), z1, cons(0, z3)), EQ(s(z02), 0)) [1] REPLACE(s(z03), z1, cons(s(z1''), z3)) -> c13(IF_REPLACE(eq(z03, z1''), s(z03), z1, cons(s(z1''), z3)), EQ(s(z03), s(z1''))) [1] REPLACE(z0, z1, cons(z2, z3)) -> c13(IF_REPLACE(null_eq, z0, z1, cons(z2, z3)), EQ(z0, z2)) [1] IF_REPLACE(true, z0, z1, cons(z2, z3)) -> c14 [1] IF_REPLACE(false, z0, z1, cons(z2, z3)) -> c15(REPLACE(z0, z1, z3)) [1] SORT(nil) -> c16 [1] SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) [1] SORT(cons(0, nil)) -> c18(SORT(replace(0, 0, nil)), REPLACE(0, 0, nil), MIN(cons(0, nil))) [1] SORT(cons(0, nil)) -> c18(SORT(replace(0, 0, nil)), REPLACE(0, 0, nil), MIN(cons(0, nil))) [1] SORT(cons(s(z04), nil)) -> c18(SORT(replace(s(z04), s(z04), nil)), REPLACE(s(z04), s(z04), nil), MIN(cons(s(z04), nil))) [1] SORT(cons(s(z04), nil)) -> c18(SORT(replace(s(z04), s(z04), nil)), REPLACE(0, s(z04), nil), MIN(cons(s(z04), nil))) [1] SORT(cons(z0, cons(z11, z2'))) -> c18(SORT(replace(if_min(le(z0, z11), cons(z0, cons(z11, z2'))), z0, cons(z11, z2'))), REPLACE(if_min(le(z0, z11), cons(z0, cons(z11, z2'))), z0, cons(z11, z2')), MIN(cons(z0, cons(z11, z2')))) [1] SORT(cons(z0, cons(z11, z2'))) -> c18(SORT(replace(if_min(le(z0, z11), cons(z0, cons(z11, z2'))), z0, cons(z11, z2'))), REPLACE(0, z0, cons(z11, z2')), MIN(cons(z0, cons(z11, z2')))) [1] SORT(cons(0, nil)) -> c18(SORT(replace(0, 0, nil)), REPLACE(0, 0, nil), MIN(cons(0, nil))) [1] SORT(cons(s(z05), nil)) -> c18(SORT(replace(0, s(z05), nil)), REPLACE(s(z05), s(z05), nil), MIN(cons(s(z05), nil))) [1] SORT(cons(z0, cons(z12, z2''))) -> c18(SORT(replace(0, z0, cons(z12, z2''))), REPLACE(if_min(le(z0, z12), cons(z0, cons(z12, z2''))), z0, cons(z12, z2'')), MIN(cons(z0, cons(z12, z2'')))) [1] SORT(cons(z0, z1)) -> c18(SORT(replace(0, z0, z1)), REPLACE(0, z0, z1), MIN(cons(z0, z1))) [1] eq(0, 0) -> true [0] eq(0, s(z0)) -> false [0] eq(s(z0), 0) -> false [0] eq(s(z0), s(z1)) -> eq(z0, z1) [0] le(0, z0) -> true [0] le(s(z0), 0) -> false [0] le(s(z0), s(z1)) -> le(z0, z1) [0] min(cons(0, nil)) -> 0 [0] min(cons(s(z0), nil)) -> s(z0) [0] min(cons(0, cons(z1, z2))) -> if_min(true, cons(0, cons(z1, z2))) [0] min(cons(s(z06), cons(0, z2))) -> if_min(false, cons(s(z06), cons(0, z2))) [0] min(cons(s(z07), cons(s(z13), z2))) -> if_min(le(z07, z13), cons(s(z07), cons(s(z13), z2))) [0] min(cons(z0, cons(z1, z2))) -> if_min(null_le, cons(z0, cons(z1, z2))) [0] if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) [0] if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) [0] replace(z0, z1, nil) -> nil [0] replace(0, z1, cons(0, z3)) -> if_replace(true, 0, z1, cons(0, z3)) [0] replace(0, z1, cons(s(z08), z3)) -> if_replace(false, 0, z1, cons(s(z08), z3)) [0] replace(s(z09), z1, cons(0, z3)) -> if_replace(false, s(z09), z1, cons(0, z3)) [0] replace(s(z010), z1, cons(s(z14), z3)) -> if_replace(eq(z010, z14), s(z010), z1, cons(s(z14), z3)) [0] replace(z0, z1, cons(z2, z3)) -> if_replace(null_eq, z0, z1, cons(z2, z3)) [0] if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) [0] if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) [0] sort(nil) -> nil [0] sort(cons(0, nil)) -> cons(min(cons(0, nil)), sort(replace(0, 0, nil))) [0] sort(cons(s(z011), nil)) -> cons(min(cons(s(z011), nil)), sort(replace(s(z011), s(z011), nil))) [0] sort(cons(z0, cons(z15, z21))) -> cons(min(cons(z0, cons(z15, z21))), sort(replace(if_min(le(z0, z15), cons(z0, cons(z15, z21))), z0, cons(z15, z21)))) [0] sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(0, z0, z1))) [0] eq(v0, v1) -> null_eq [0] le(v0, v1) -> null_le [0] min(v0) -> 0 [0] if_min(v0, v1) -> 0 [0] replace(v0, v1, v2) -> nil [0] if_replace(v0, v1, v2, v3) -> nil [0] sort(v0) -> nil [0] The TRS has the following type information: EQ :: 0:s -> 0:s -> c:c1:c2:c3 0 :: 0:s c :: c:c1:c2:c3 s :: 0:s -> 0:s c1 :: c:c1:c2:c3 c2 :: c:c1:c2:c3 c3 :: c:c1:c2:c3 -> c:c1:c2:c3 LE :: 0:s -> 0:s -> c4:c5:c6 c4 :: c4:c5:c6 c5 :: c4:c5:c6 c6 :: c4:c5:c6 -> c4:c5:c6 MIN :: nil:cons -> c7:c8:c9 cons :: 0:s -> nil:cons -> nil:cons nil :: nil:cons c7 :: c7:c8:c9 c8 :: c7:c8:c9 c9 :: c10:c11 -> c4:c5:c6 -> c7:c8:c9 IF_MIN :: true:false:null_eq:null_le -> nil:cons -> c10:c11 le :: 0:s -> 0:s -> true:false:null_eq:null_le true :: true:false:null_eq:null_le c10 :: c7:c8:c9 -> c10:c11 false :: true:false:null_eq:null_le c11 :: c7:c8:c9 -> c10:c11 REPLACE :: 0:s -> 0:s -> nil:cons -> c12:c13 c12 :: c12:c13 c13 :: c14:c15 -> c:c1:c2:c3 -> c12:c13 IF_REPLACE :: true:false:null_eq:null_le -> 0:s -> 0:s -> nil:cons -> c14:c15 eq :: 0:s -> 0:s -> true:false:null_eq:null_le c14 :: c14:c15 c15 :: c12:c13 -> c14:c15 SORT :: nil:cons -> c16:c17:c18 c16 :: c16:c17:c18 c17 :: c7:c8:c9 -> c16:c17:c18 c18 :: c16:c17:c18 -> c12:c13 -> c7:c8:c9 -> c16:c17:c18 replace :: 0:s -> 0:s -> nil:cons -> nil:cons min :: nil:cons -> 0:s if_min :: true:false:null_eq:null_le -> nil:cons -> 0:s if_replace :: true:false:null_eq:null_le -> 0:s -> 0:s -> nil:cons -> nil:cons sort :: nil:cons -> nil:cons null_eq :: true:false:null_eq:null_le null_le :: true:false:null_eq:null_le const :: c10:c11 Rewrite Strategy: INNERMOST ---------------------------------------- (11) CpxTypedWeightedTrsToRntsProof (UPPER BOUND(ID)) Transformed the TRS into an over-approximating RNTS by (improved) Size Abstraction. The constant constructors are abstracted as follows: 0 => 0 c => 0 c1 => 1 c2 => 2 c4 => 0 c5 => 1 nil => 0 c7 => 0 c8 => 1 true => 2 false => 1 c12 => 0 c14 => 0 c16 => 0 null_eq => 0 null_le => 0 const => 0 ---------------------------------------- (12) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z = 1 + z0, z0 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z0 >= 0, z' = 1 + z0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 1 }-> 1 + EQ(z0, z1) :|: z1 >= 0, z = 1 + z0, z0 >= 0, z' = 1 + z1 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z1 >= 0, z0 >= 0, z' = z0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0, z'' = z1 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z0, z1, z3) :|: z1 >= 0, z = 1, z0 >= 0, z' = z0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0, z'' = z1 LE(z, z') -{ 1 }-> 1 :|: z = 1 + z0, z0 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z0 >= 0, z = 0, z' = z0 LE(z, z') -{ 1 }-> 1 + LE(z0, z1) :|: z1 >= 0, z = 1 + z0, z0 >= 0, z' = 1 + z1 MIN(z) -{ 1 }-> 1 :|: z = 1 + (1 + z0) + 0, z0 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 1 }-> 1 + IF_MIN(le(z0'', z1'), 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + LE(1 + z0'', 1 + z1') :|: z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + LE(0, z1) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + LE(1 + z0', 0) :|: z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + LE(z0, z1) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z = z0, z1 >= 0, z' = z1, z0 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(eq(z03, z1''), 1 + z03, z1, 1 + (1 + z1'') + z3) + EQ(1 + z03, 1 + z1'') :|: z1 >= 0, z'' = 1 + (1 + z1'') + z3, z' = z1, z = 1 + z03, z03 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(2, 0, z1, 1 + 0 + z3) + EQ(0, 0) :|: z1 >= 0, z'' = 1 + 0 + z3, z' = z1, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(1, 0, z1, 1 + (1 + z01) + z3) + EQ(0, 1 + z01) :|: z1 >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z' = z1, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(1, 1 + z02, z1, 1 + 0 + z3) + EQ(1 + z02, 0) :|: z1 >= 0, z = 1 + z02, z'' = 1 + 0 + z3, z02 >= 0, z' = z1, z3 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(0, z0, z1, 1 + z2 + z3) + EQ(z0, z2) :|: z = z0, z1 >= 0, z' = z1, z0 >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(le(z0, z12), 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + z05, 0)) + REPLACE(1 + z05, 1 + z05, 0) + MIN(1 + (1 + z05) + 0) :|: z = 1 + (1 + z05) + 0, z05 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + z04, 1 + z04, 0)) + REPLACE(0, 1 + z04, 0) + MIN(1 + (1 + z04) + 0) :|: z04 >= 0, z = 1 + (1 + z04) + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + z04, 1 + z04, 0)) + REPLACE(1 + z04, 1 + z04, 0) + MIN(1 + (1 + z04) + 0) :|: z04 >= 0, z = 1 + (1 + z04) + 0 eq(z, z') -{ 0 }-> eq(z0, z1) :|: z1 >= 0, z = 1 + z0, z0 >= 0, z' = 1 + z1 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z0 >= 0, z' = 1 + z0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z = 1 + z0, z0 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: v0 >= 0, v1 >= 0, z = v0, z' = v1 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: v0 >= 0, v1 >= 0, z = v0, z' = v1 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: v0 >= 0, z'' = v2, v1 >= 0, z = v0, z' = v1, z4 = v3, v2 >= 0, v3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z1 + z3 :|: z = 2, z1 >= 0, z0 >= 0, z' = z0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0, z'' = z1 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z0, z1, z3) :|: z1 >= 0, z = 1, z0 >= 0, z' = z0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0, z'' = z1 le(z, z') -{ 0 }-> le(z0, z1) :|: z1 >= 0, z = 1 + z0, z0 >= 0, z' = 1 + z1 le(z, z') -{ 0 }-> 2 :|: z0 >= 0, z = 0, z' = z0 le(z, z') -{ 0 }-> 1 :|: z = 1 + z0, z0 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: v0 >= 0, v1 >= 0, z = v0, z' = v1 min(z) -{ 0 }-> if_min(le(z07, z13), 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: v0 >= 0, z = v0 min(z) -{ 0 }-> 1 + z0 :|: z = 1 + (1 + z0) + 0, z0 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(eq(z010, z14), 1 + z010, z1, 1 + (1 + z14) + z3) :|: z1 >= 0, z'' = 1 + (1 + z14) + z3, z' = z1, z010 >= 0, z14 >= 0, z3 >= 0, z = 1 + z010 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z1, 1 + 0 + z3) :|: z1 >= 0, z'' = 1 + 0 + z3, z' = z1, z = 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z1, 1 + (1 + z08) + z3) :|: z08 >= 0, z1 >= 0, z' = z1, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + z09, z1, 1 + 0 + z3) :|: z1 >= 0, z'' = 1 + 0 + z3, z' = z1, z = 1 + z09, z09 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z0, z1, 1 + z2 + z3) :|: z = z0, z1 >= 0, z' = z1, z0 >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z = z0, z1 >= 0, z' = z1, z0 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: v0 >= 0, z'' = v2, v1 >= 0, z = v0, z' = v1, v2 >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: v0 >= 0, z = v0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(le(z0, z15), 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + z011) + 0) + sort(replace(1 + z011, 1 + z011, 0)) :|: z011 >= 0, z = 1 + (1 + z011) + 0 ---------------------------------------- (13) SimplificationProof (BOTH BOUNDS(ID, ID)) Simplified the RNTS by moving equalities from the constraints into the right-hand sides. ---------------------------------------- (14) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 1 }-> 1 + EQ(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 1 }-> 1 + IF_MIN(le(z0'', z1'), 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + LE(1 + z0'', 1 + z1') :|: z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + LE(0, z1) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + LE(1 + z0', 0) :|: z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + LE(z0, z1) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + EQ(1 + (z - 1), 1 + z1'') :|: z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + EQ(0, 0) :|: z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + EQ(0, 1 + z01) :|: z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + EQ(1 + (z - 1), 0) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + EQ(z, z2) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(le(z0, z12), 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> eq(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> le(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(le(z07, z13), 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(eq(z - 1, z14), 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(le(z0, z15), 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 ---------------------------------------- (15) CpxRntsAnalysisOrderProof (BOTH BOUNDS(ID, ID)) Found the following analysis order by SCC decomposition: { EQ } { le } { LE } { eq } { REPLACE, IF_REPLACE } { IF_MIN, MIN } { min, if_min } { replace, if_replace } { SORT } { sort } ---------------------------------------- (16) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 1 }-> 1 + EQ(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 1 }-> 1 + IF_MIN(le(z0'', z1'), 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + LE(1 + z0'', 1 + z1') :|: z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + LE(0, z1) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + LE(1 + z0', 0) :|: z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + LE(z0, z1) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + EQ(1 + (z - 1), 1 + z1'') :|: z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + EQ(0, 0) :|: z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + EQ(0, 1 + z01) :|: z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + EQ(1 + (z - 1), 0) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + EQ(z, z2) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(le(z0, z12), 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> eq(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> le(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(le(z07, z13), 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(eq(z - 1, z14), 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(le(z0, z15), 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {EQ}, {le}, {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} ---------------------------------------- (17) ResultPropagationProof (UPPER BOUND(ID)) Applied inner abstraction using the recently inferred runtime/size bounds where possible. ---------------------------------------- (18) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 1 }-> 1 + EQ(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 1 }-> 1 + IF_MIN(le(z0'', z1'), 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + LE(1 + z0'', 1 + z1') :|: z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + LE(0, z1) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + LE(1 + z0', 0) :|: z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + LE(z0, z1) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + EQ(1 + (z - 1), 1 + z1'') :|: z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + EQ(0, 0) :|: z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + EQ(0, 1 + z01) :|: z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + EQ(1 + (z - 1), 0) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + EQ(z, z2) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(le(z0, z12), 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> eq(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> le(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(le(z07, z13), 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(eq(z - 1, z14), 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(le(z0, z15), 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {EQ}, {le}, {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} ---------------------------------------- (19) IntTrsBoundProof (UPPER BOUND(ID)) Computed SIZE bound using KoAT for: EQ after applying outer abstraction to obtain an ITS, resulting in: O(n^1) with polynomial bound: 2 + z' ---------------------------------------- (20) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 1 }-> 1 + EQ(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 1 }-> 1 + IF_MIN(le(z0'', z1'), 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + LE(1 + z0'', 1 + z1') :|: z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + LE(0, z1) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + LE(1 + z0', 0) :|: z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + LE(z0, z1) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + EQ(1 + (z - 1), 1 + z1'') :|: z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + EQ(0, 0) :|: z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + EQ(0, 1 + z01) :|: z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + EQ(1 + (z - 1), 0) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + EQ(z, z2) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(le(z0, z12), 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> eq(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> le(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(le(z07, z13), 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(eq(z - 1, z14), 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(le(z0, z15), 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {EQ}, {le}, {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: ?, size: O(n^1) [2 + z'] ---------------------------------------- (21) IntTrsBoundProof (UPPER BOUND(ID)) Computed RUNTIME bound using KoAT for: EQ after applying outer abstraction to obtain an ITS, resulting in: O(n^1) with polynomial bound: 3 + z' ---------------------------------------- (22) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 1 }-> 1 + EQ(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 1 }-> 1 + IF_MIN(le(z0'', z1'), 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + LE(1 + z0'', 1 + z1') :|: z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + LE(0, z1) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + LE(1 + z0', 0) :|: z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + LE(z0, z1) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + EQ(1 + (z - 1), 1 + z1'') :|: z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + EQ(0, 0) :|: z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + EQ(0, 1 + z01) :|: z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + EQ(1 + (z - 1), 0) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + EQ(z, z2) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(le(z0, z12), 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> eq(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> le(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(le(z07, z13), 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(eq(z - 1, z14), 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(le(z0, z15), 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {le}, {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] ---------------------------------------- (23) ResultPropagationProof (UPPER BOUND(ID)) Applied inner abstraction using the recently inferred runtime/size bounds where possible. ---------------------------------------- (24) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 1 }-> 1 + IF_MIN(le(z0'', z1'), 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + LE(1 + z0'', 1 + z1') :|: z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + LE(0, z1) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + LE(1 + z0', 0) :|: z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + LE(z0, z1) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 5 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + s' :|: s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 5 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + s1 :|: s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 4 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(le(z0, z12), 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> eq(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> le(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(le(z07, z13), 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(eq(z - 1, z14), 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(le(z0, z15), 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {le}, {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] ---------------------------------------- (25) IntTrsBoundProof (UPPER BOUND(ID)) Computed SIZE bound using CoFloCo for: le after applying outer abstraction to obtain an ITS, resulting in: O(1) with polynomial bound: 2 ---------------------------------------- (26) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 1 }-> 1 + IF_MIN(le(z0'', z1'), 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + LE(1 + z0'', 1 + z1') :|: z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + LE(0, z1) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + LE(1 + z0', 0) :|: z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + LE(z0, z1) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 5 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + s' :|: s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 5 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + s1 :|: s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 4 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(le(z0, z12), 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> eq(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> le(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(le(z07, z13), 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(eq(z - 1, z14), 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(le(z0, z15), 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {le}, {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: ?, size: O(1) [2] ---------------------------------------- (27) IntTrsBoundProof (UPPER BOUND(ID)) Computed RUNTIME bound using CoFloCo for: le after applying outer abstraction to obtain an ITS, resulting in: O(1) with polynomial bound: 0 ---------------------------------------- (28) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 1 }-> 1 + IF_MIN(le(z0'', z1'), 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + LE(1 + z0'', 1 + z1') :|: z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + LE(0, z1) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + LE(1 + z0', 0) :|: z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + LE(z0, z1) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 5 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + s' :|: s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 5 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + s1 :|: s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 4 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(le(z0, z11), 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(le(z0, z12), 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> eq(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> le(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(le(z07, z13), 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(eq(z - 1, z14), 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(le(z0, z15), 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] ---------------------------------------- (29) ResultPropagationProof (UPPER BOUND(ID)) Applied inner abstraction using the recently inferred runtime/size bounds where possible. ---------------------------------------- (30) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 1 }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + LE(1 + z0'', 1 + z1') :|: s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + LE(0, z1) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + LE(1 + z0', 0) :|: z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + LE(z0, z1) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 5 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + s' :|: s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 5 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + s1 :|: s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 4 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s5, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(s6, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(s8, 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> eq(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(s10, 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(eq(z - 1, z14), 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(s11, 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] ---------------------------------------- (31) IntTrsBoundProof (UPPER BOUND(ID)) Computed SIZE bound using KoAT for: LE after applying outer abstraction to obtain an ITS, resulting in: O(n^1) with polynomial bound: 1 + z' ---------------------------------------- (32) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 1 }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + LE(1 + z0'', 1 + z1') :|: s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + LE(0, z1) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + LE(1 + z0', 0) :|: z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + LE(z0, z1) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 5 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + s' :|: s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 5 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + s1 :|: s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 4 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s5, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(s6, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(s8, 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> eq(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(s10, 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(eq(z - 1, z14), 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(s11, 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: ?, size: O(n^1) [1 + z'] ---------------------------------------- (33) IntTrsBoundProof (UPPER BOUND(ID)) Computed RUNTIME bound using KoAT for: LE after applying outer abstraction to obtain an ITS, resulting in: O(n^1) with polynomial bound: 2 + z' ---------------------------------------- (34) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 1 }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + LE(1 + z0'', 1 + z1') :|: s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + LE(0, z1) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + LE(1 + z0', 0) :|: z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + LE(z0, z1) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 5 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + s' :|: s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 5 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + s1 :|: s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 4 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s5, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(s6, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(s8, 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> eq(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(s10, 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(eq(z - 1, z14), 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(s11, 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] ---------------------------------------- (35) ResultPropagationProof (UPPER BOUND(ID)) Applied inner abstraction using the recently inferred runtime/size bounds where possible. ---------------------------------------- (36) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 4 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s15 :|: s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s13 :|: s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 3 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s14 :|: s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s16 :|: s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 5 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + s' :|: s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 5 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + s1 :|: s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 4 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s5, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(s6, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(s8, 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> eq(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(s10, 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(eq(z - 1, z14), 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(s11, 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] ---------------------------------------- (37) IntTrsBoundProof (UPPER BOUND(ID)) Computed SIZE bound using CoFloCo for: eq after applying outer abstraction to obtain an ITS, resulting in: O(1) with polynomial bound: 2 ---------------------------------------- (38) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 4 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s15 :|: s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s13 :|: s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 3 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s14 :|: s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s16 :|: s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 5 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + s' :|: s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 5 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + s1 :|: s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 4 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s5, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(s6, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(s8, 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> eq(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(s10, 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(eq(z - 1, z14), 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(s11, 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: ?, size: O(1) [2] ---------------------------------------- (39) IntTrsBoundProof (UPPER BOUND(ID)) Computed RUNTIME bound using CoFloCo for: eq after applying outer abstraction to obtain an ITS, resulting in: O(1) with polynomial bound: 0 ---------------------------------------- (40) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 4 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s15 :|: s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s13 :|: s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 3 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s14 :|: s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s16 :|: s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 5 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + s' :|: s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 5 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + s1 :|: s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 4 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s5, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(s6, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(s8, 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> eq(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(s10, 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(eq(z - 1, z14), 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(s11, 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] ---------------------------------------- (41) ResultPropagationProof (UPPER BOUND(ID)) Applied inner abstraction using the recently inferred runtime/size bounds where possible. ---------------------------------------- (42) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 4 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s15 :|: s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s13 :|: s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 3 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s14 :|: s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s16 :|: s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 5 + z1'' }-> 1 + IF_REPLACE(s17, 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + s' :|: s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 5 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + s1 :|: s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 4 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s5, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(s6, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(s8, 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(s10, 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(s19, 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(s11, 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] ---------------------------------------- (43) IntTrsBoundProof (UPPER BOUND(ID)) Computed SIZE bound using CoFloCo for: REPLACE after applying outer abstraction to obtain an ITS, resulting in: O(n^2) with polynomial bound: 6 + 7*z'' + z''^2 Computed SIZE bound using KoAT for: IF_REPLACE after applying outer abstraction to obtain an ITS, resulting in: O(n^2) with polynomial bound: 7 + 7*z4 + z4^2 ---------------------------------------- (44) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 4 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s15 :|: s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s13 :|: s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 3 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s14 :|: s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s16 :|: s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 5 + z1'' }-> 1 + IF_REPLACE(s17, 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + s' :|: s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 5 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + s1 :|: s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 4 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s5, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(s6, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(s8, 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(s10, 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(s19, 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(s11, 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: ?, size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: ?, size: O(n^2) [7 + 7*z4 + z4^2] ---------------------------------------- (45) IntTrsBoundProof (UPPER BOUND(ID)) Computed RUNTIME bound using CoFloCo for: REPLACE after applying outer abstraction to obtain an ITS, resulting in: O(n^2) with polynomial bound: 12 + 7*z'' + z''^2 Computed RUNTIME bound using KoAT for: IF_REPLACE after applying outer abstraction to obtain an ITS, resulting in: O(n^2) with polynomial bound: 14 + 7*z4 + z4^2 ---------------------------------------- (46) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 4 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s15 :|: s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s13 :|: s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 3 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s14 :|: s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s16 :|: s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 5 + z1'' }-> 1 + IF_REPLACE(s17, 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(2, 0, z', 1 + 0 + (z'' - 1)) + s' :|: s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 5 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 }-> 1 + IF_REPLACE(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) + s1 :|: s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 4 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s5, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(s6, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(0, z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, z1)) + REPLACE(0, z0, z1) + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(s8, 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 0, 0)) + REPLACE(0, 0, 0) + MIN(1 + 0 + 0) :|: z = 1 + 0 + 0 SORT(z) -{ 1 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(0, 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 SORT(z) -{ 1 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + REPLACE(1 + (z - 2), 1 + (z - 2), 0) + MIN(1 + (1 + (z - 2)) + 0) :|: z - 2 >= 0 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(s10, 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(s19, 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(s11, 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [12 + 7*z'' + z''^2], size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: O(n^2) [14 + 7*z4 + z4^2], size: O(n^2) [7 + 7*z4 + z4^2] ---------------------------------------- (47) ResultPropagationProof (UPPER BOUND(ID)) Applied inner abstraction using the recently inferred runtime/size bounds where possible. ---------------------------------------- (48) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 13 + 7*z3 + z3^2 }-> 1 + s25 :|: s25 >= 0, s25 <= 7 * z3 + 6 + z3 * z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 4 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s15 :|: s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s13 :|: s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 3 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s14 :|: s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s16 :|: s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s20 + s' :|: s20 >= 0, s20 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z01 + 2*z01*z3 + z01^2 + 11*z3 + z3^2 }-> 1 + s21 + s'' :|: s21 >= 0, s21 <= 7 * (1 + (1 + z01) + z3) + (1 + (1 + z01) + z3) * (1 + (1 + z01) + z3) + 7, s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s22 + s1 :|: s22 >= 0, s22 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z1'' + 2*z1''*z3 + z1''^2 + 11*z3 + z3^2 }-> 1 + s23 + s2 :|: s23 >= 0, s23 <= 7 * (1 + (1 + z1'') + z3) + (1 + (1 + z1'') + z3) * (1 + (1 + z1'') + z3) + 7, s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 26 + 10*z2 + 2*z2*z3 + z2^2 + 9*z3 + z3^2 }-> 1 + s24 + s3 :|: s24 >= 0, s24 <= 7 * (1 + z2 + z3) + (1 + z2 + z3) * (1 + z2 + z3) + 7, s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s5, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(s6, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 21 + 9*z11 + 2*z11*z2' + z11^2 + 9*z2' + z2'^2 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + s29 + MIN(1 + z0 + (1 + z11 + z2')) :|: s29 >= 0, s29 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 13 + 7*z1 + z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s31 + MIN(1 + z0 + z1) :|: s31 >= 0, s31 <= 7 * z1 + 6 + z1 * z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(s8, 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 13 }-> 1 + SORT(replace(0, 0, 0)) + s26 + MIN(1 + 0 + 0) :|: s26 >= 0, s26 <= 7 * 0 + 6 + 0 * 0, z = 1 + 0 + 0 SORT(z) -{ 13 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s30 + MIN(1 + (1 + (z - 2)) + 0) :|: s30 >= 0, s30 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 13 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + MIN(1 + (1 + (z - 2)) + 0) :|: s27 >= 0, s27 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 13 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s28 + MIN(1 + (1 + (z - 2)) + 0) :|: s28 >= 0, s28 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(s10, 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(s19, 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(s11, 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [12 + 7*z'' + z''^2], size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: O(n^2) [14 + 7*z4 + z4^2], size: O(n^2) [7 + 7*z4 + z4^2] ---------------------------------------- (49) IntTrsBoundProof (UPPER BOUND(ID)) Computed SIZE bound using CoFloCo for: IF_MIN after applying outer abstraction to obtain an ITS, resulting in: O(n^2) with polynomial bound: 8 + 4*z' + z'^2 Computed SIZE bound using KoAT for: MIN after applying outer abstraction to obtain an ITS, resulting in: O(n^2) with polynomial bound: 115 + 99*z + 26*z^2 ---------------------------------------- (50) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 13 + 7*z3 + z3^2 }-> 1 + s25 :|: s25 >= 0, s25 <= 7 * z3 + 6 + z3 * z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 4 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s15 :|: s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s13 :|: s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 3 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s14 :|: s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s16 :|: s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s20 + s' :|: s20 >= 0, s20 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z01 + 2*z01*z3 + z01^2 + 11*z3 + z3^2 }-> 1 + s21 + s'' :|: s21 >= 0, s21 <= 7 * (1 + (1 + z01) + z3) + (1 + (1 + z01) + z3) * (1 + (1 + z01) + z3) + 7, s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s22 + s1 :|: s22 >= 0, s22 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z1'' + 2*z1''*z3 + z1''^2 + 11*z3 + z3^2 }-> 1 + s23 + s2 :|: s23 >= 0, s23 <= 7 * (1 + (1 + z1'') + z3) + (1 + (1 + z1'') + z3) * (1 + (1 + z1'') + z3) + 7, s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 26 + 10*z2 + 2*z2*z3 + z2^2 + 9*z3 + z3^2 }-> 1 + s24 + s3 :|: s24 >= 0, s24 <= 7 * (1 + z2 + z3) + (1 + z2 + z3) * (1 + z2 + z3) + 7, s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s5, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(s6, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 21 + 9*z11 + 2*z11*z2' + z11^2 + 9*z2' + z2'^2 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + s29 + MIN(1 + z0 + (1 + z11 + z2')) :|: s29 >= 0, s29 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 13 + 7*z1 + z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s31 + MIN(1 + z0 + z1) :|: s31 >= 0, s31 <= 7 * z1 + 6 + z1 * z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(s8, 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 13 }-> 1 + SORT(replace(0, 0, 0)) + s26 + MIN(1 + 0 + 0) :|: s26 >= 0, s26 <= 7 * 0 + 6 + 0 * 0, z = 1 + 0 + 0 SORT(z) -{ 13 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s30 + MIN(1 + (1 + (z - 2)) + 0) :|: s30 >= 0, s30 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 13 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + MIN(1 + (1 + (z - 2)) + 0) :|: s27 >= 0, s27 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 13 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s28 + MIN(1 + (1 + (z - 2)) + 0) :|: s28 >= 0, s28 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(s10, 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(s19, 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(s11, 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [12 + 7*z'' + z''^2], size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: O(n^2) [14 + 7*z4 + z4^2], size: O(n^2) [7 + 7*z4 + z4^2] IF_MIN: runtime: ?, size: O(n^2) [8 + 4*z' + z'^2] MIN: runtime: ?, size: O(n^2) [115 + 99*z + 26*z^2] ---------------------------------------- (51) IntTrsBoundProof (UPPER BOUND(ID)) Computed RUNTIME bound using CoFloCo for: IF_MIN after applying outer abstraction to obtain an ITS, resulting in: O(n^2) with polynomial bound: 10 + 6*z' + z'^2 Computed RUNTIME bound using KoAT for: MIN after applying outer abstraction to obtain an ITS, resulting in: O(n^2) with polynomial bound: 154 + 119*z + 26*z^2 ---------------------------------------- (52) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 1 }-> 1 + MIN(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 13 + 7*z3 + z3^2 }-> 1 + s25 :|: s25 >= 0, s25 <= 7 * z3 + 6 + z3 * z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 4 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s15 :|: s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s13 :|: s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 3 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s14 :|: s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 3 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s16 :|: s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s20 + s' :|: s20 >= 0, s20 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z01 + 2*z01*z3 + z01^2 + 11*z3 + z3^2 }-> 1 + s21 + s'' :|: s21 >= 0, s21 <= 7 * (1 + (1 + z01) + z3) + (1 + (1 + z01) + z3) * (1 + (1 + z01) + z3) + 7, s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s22 + s1 :|: s22 >= 0, s22 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z1'' + 2*z1''*z3 + z1''^2 + 11*z3 + z3^2 }-> 1 + s23 + s2 :|: s23 >= 0, s23 <= 7 * (1 + (1 + z1'') + z3) + (1 + (1 + z1'') + z3) * (1 + (1 + z1'') + z3) + 7, s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 26 + 10*z2 + 2*z2*z3 + z2^2 + 9*z3 + z3^2 }-> 1 + s24 + s3 :|: s24 >= 0, s24 <= 7 * (1 + z2 + z3) + (1 + z2 + z3) * (1 + z2 + z3) + 7, s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 1 }-> 1 + MIN(1 + z0 + z1) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(if_min(s5, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(s6, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + MIN(1 + z0 + (1 + z11 + z2')) :|: s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 21 + 9*z11 + 2*z11*z2' + z11^2 + 9*z2' + z2'^2 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + s29 + MIN(1 + z0 + (1 + z11 + z2')) :|: s29 >= 0, s29 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 13 + 7*z1 + z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s31 + MIN(1 + z0 + z1) :|: s31 >= 0, s31 <= 7 * z1 + 6 + z1 * z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 1 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(s8, 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + MIN(1 + z0 + (1 + z12 + z2'')) :|: s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 13 }-> 1 + SORT(replace(0, 0, 0)) + s26 + MIN(1 + 0 + 0) :|: s26 >= 0, s26 <= 7 * 0 + 6 + 0 * 0, z = 1 + 0 + 0 SORT(z) -{ 13 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s30 + MIN(1 + (1 + (z - 2)) + 0) :|: s30 >= 0, s30 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 13 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + MIN(1 + (1 + (z - 2)) + 0) :|: s27 >= 0, s27 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 13 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s28 + MIN(1 + (1 + (z - 2)) + 0) :|: s28 >= 0, s28 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(s10, 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(s19, 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(s11, 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [12 + 7*z'' + z''^2], size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: O(n^2) [14 + 7*z4 + z4^2], size: O(n^2) [7 + 7*z4 + z4^2] IF_MIN: runtime: O(n^2) [10 + 6*z' + z'^2], size: O(n^2) [8 + 4*z' + z'^2] MIN: runtime: O(n^2) [154 + 119*z + 26*z^2], size: O(n^2) [115 + 99*z + 26*z^2] ---------------------------------------- (53) ResultPropagationProof (UPPER BOUND(ID)) Applied inner abstraction using the recently inferred runtime/size bounds where possible. ---------------------------------------- (54) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 300 + 171*z0 + 52*z0*z2 + 26*z0^2 + 171*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 99 * (1 + z0 + z2) + 26 * ((1 + z0 + z2) * (1 + z0 + z2)) + 115, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 300 + 171*z1 + 52*z1*z2 + 26*z1^2 + 171*z2 + 26*z2^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 99 * (1 + z1 + z2) + 26 * ((1 + z1 + z2) * (1 + z1 + z2)) + 115, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 13 + 7*z3 + z3^2 }-> 1 + s25 :|: s25 >= 0, s25 <= 7 * z3 + 6 + z3 * z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 29 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 8 + (1 + 0 + (1 + z1 + z2)) * (1 + 0 + (1 + z1 + z2)) + 4 * (1 + 0 + (1 + z1 + z2)), s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 40 + 12*z0' + 2*z0'*z2 + z0'^2 + 12*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 8 + (1 + (1 + z0') + (1 + 0 + z2)) * (1 + (1 + z0') + (1 + 0 + z2)) + 4 * (1 + (1 + z0') + (1 + 0 + z2)), s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 54 + 14*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 15*z1' + 2*z1'*z2 + z1'^2 + 14*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 8 + (1 + (1 + z0'') + (1 + (1 + z1') + z2)) * (1 + (1 + z0'') + (1 + (1 + z1') + z2)) + 4 * (1 + (1 + z0'') + (1 + (1 + z1') + z2)), s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 29 + 10*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s35 + s16 :|: s35 >= 0, s35 <= 8 + (1 + z0 + (1 + z1 + z2)) * (1 + z0 + (1 + z1 + z2)) + 4 * (1 + z0 + (1 + z1 + z2)), s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s20 + s' :|: s20 >= 0, s20 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z01 + 2*z01*z3 + z01^2 + 11*z3 + z3^2 }-> 1 + s21 + s'' :|: s21 >= 0, s21 <= 7 * (1 + (1 + z01) + z3) + (1 + (1 + z01) + z3) * (1 + (1 + z01) + z3) + 7, s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s22 + s1 :|: s22 >= 0, s22 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z1'' + 2*z1''*z3 + z1''^2 + 11*z3 + z3^2 }-> 1 + s23 + s2 :|: s23 >= 0, s23 <= 7 * (1 + (1 + z1'') + z3) + (1 + (1 + z1'') + z3) * (1 + (1 + z1'') + z3) + 7, s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 26 + 10*z2 + 2*z2*z3 + z2^2 + 9*z3 + z3^2 }-> 1 + s24 + s3 :|: s24 >= 0, s24 <= 7 * (1 + z2 + z3) + (1 + z2 + z3) * (1 + z2 + z3) + 7, s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 300 + 171*z0 + 52*z0*z1 + 26*z0^2 + 171*z1 + 26*z1^2 }-> 1 + s38 :|: s38 >= 0, s38 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 497 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 223*z11 + 52*z11*z2' + 26*z11^2 + 223*z2' + 26*z2'^2 }-> 1 + SORT(replace(if_min(s5, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(s6, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + s42 :|: s42 >= 0, s42 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 517 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + s29 + s43 :|: s43 >= 0, s43 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s29 >= 0, s29 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 312 + 171*z0 + 52*z0*z1 + 26*z0^2 + 178*z1 + 27*z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s31 + s46 :|: s46 >= 0, s46 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, s31 >= 0, s31 <= 7 * z1 + 6 + z1 * z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 497 + 223*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 223*z12 + 52*z12*z2'' + 26*z12^2 + 223*z2'' + 26*z2''^2 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(s8, 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + s45 :|: s45 >= 0, s45 <= 99 * (1 + z0 + (1 + z12 + z2'')) + 26 * ((1 + z0 + (1 + z12 + z2'')) * (1 + z0 + (1 + z12 + z2''))) + 115, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 312 }-> 1 + SORT(replace(0, 0, 0)) + s26 + s39 :|: s39 >= 0, s39 <= 99 * (1 + 0 + 0) + 26 * ((1 + 0 + 0) * (1 + 0 + 0)) + 115, s26 >= 0, s26 <= 7 * 0 + 6 + 0 * 0, z = 1 + 0 + 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s30 + s44 :|: s44 >= 0, s44 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s30 >= 0, s30 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + s40 :|: s40 >= 0, s40 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s27 >= 0, s27 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s28 + s41 :|: s41 >= 0, s41 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s28 >= 0, s28 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(s10, 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(s19, 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(s11, 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [12 + 7*z'' + z''^2], size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: O(n^2) [14 + 7*z4 + z4^2], size: O(n^2) [7 + 7*z4 + z4^2] IF_MIN: runtime: O(n^2) [10 + 6*z' + z'^2], size: O(n^2) [8 + 4*z' + z'^2] MIN: runtime: O(n^2) [154 + 119*z + 26*z^2], size: O(n^2) [115 + 99*z + 26*z^2] ---------------------------------------- (55) IntTrsBoundProof (UPPER BOUND(ID)) Computed SIZE bound using KoAT for: min after applying outer abstraction to obtain an ITS, resulting in: O(n^1) with polynomial bound: z Computed SIZE bound using KoAT for: if_min after applying outer abstraction to obtain an ITS, resulting in: O(n^1) with polynomial bound: z' ---------------------------------------- (56) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 300 + 171*z0 + 52*z0*z2 + 26*z0^2 + 171*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 99 * (1 + z0 + z2) + 26 * ((1 + z0 + z2) * (1 + z0 + z2)) + 115, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 300 + 171*z1 + 52*z1*z2 + 26*z1^2 + 171*z2 + 26*z2^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 99 * (1 + z1 + z2) + 26 * ((1 + z1 + z2) * (1 + z1 + z2)) + 115, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 13 + 7*z3 + z3^2 }-> 1 + s25 :|: s25 >= 0, s25 <= 7 * z3 + 6 + z3 * z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 29 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 8 + (1 + 0 + (1 + z1 + z2)) * (1 + 0 + (1 + z1 + z2)) + 4 * (1 + 0 + (1 + z1 + z2)), s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 40 + 12*z0' + 2*z0'*z2 + z0'^2 + 12*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 8 + (1 + (1 + z0') + (1 + 0 + z2)) * (1 + (1 + z0') + (1 + 0 + z2)) + 4 * (1 + (1 + z0') + (1 + 0 + z2)), s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 54 + 14*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 15*z1' + 2*z1'*z2 + z1'^2 + 14*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 8 + (1 + (1 + z0'') + (1 + (1 + z1') + z2)) * (1 + (1 + z0'') + (1 + (1 + z1') + z2)) + 4 * (1 + (1 + z0'') + (1 + (1 + z1') + z2)), s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 29 + 10*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s35 + s16 :|: s35 >= 0, s35 <= 8 + (1 + z0 + (1 + z1 + z2)) * (1 + z0 + (1 + z1 + z2)) + 4 * (1 + z0 + (1 + z1 + z2)), s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s20 + s' :|: s20 >= 0, s20 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z01 + 2*z01*z3 + z01^2 + 11*z3 + z3^2 }-> 1 + s21 + s'' :|: s21 >= 0, s21 <= 7 * (1 + (1 + z01) + z3) + (1 + (1 + z01) + z3) * (1 + (1 + z01) + z3) + 7, s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s22 + s1 :|: s22 >= 0, s22 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z1'' + 2*z1''*z3 + z1''^2 + 11*z3 + z3^2 }-> 1 + s23 + s2 :|: s23 >= 0, s23 <= 7 * (1 + (1 + z1'') + z3) + (1 + (1 + z1'') + z3) * (1 + (1 + z1'') + z3) + 7, s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 26 + 10*z2 + 2*z2*z3 + z2^2 + 9*z3 + z3^2 }-> 1 + s24 + s3 :|: s24 >= 0, s24 <= 7 * (1 + z2 + z3) + (1 + z2 + z3) * (1 + z2 + z3) + 7, s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 300 + 171*z0 + 52*z0*z1 + 26*z0^2 + 171*z1 + 26*z1^2 }-> 1 + s38 :|: s38 >= 0, s38 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 497 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 223*z11 + 52*z11*z2' + 26*z11^2 + 223*z2' + 26*z2'^2 }-> 1 + SORT(replace(if_min(s5, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(s6, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + s42 :|: s42 >= 0, s42 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 517 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + s29 + s43 :|: s43 >= 0, s43 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s29 >= 0, s29 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 312 + 171*z0 + 52*z0*z1 + 26*z0^2 + 178*z1 + 27*z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s31 + s46 :|: s46 >= 0, s46 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, s31 >= 0, s31 <= 7 * z1 + 6 + z1 * z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 497 + 223*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 223*z12 + 52*z12*z2'' + 26*z12^2 + 223*z2'' + 26*z2''^2 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(s8, 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + s45 :|: s45 >= 0, s45 <= 99 * (1 + z0 + (1 + z12 + z2'')) + 26 * ((1 + z0 + (1 + z12 + z2'')) * (1 + z0 + (1 + z12 + z2''))) + 115, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 312 }-> 1 + SORT(replace(0, 0, 0)) + s26 + s39 :|: s39 >= 0, s39 <= 99 * (1 + 0 + 0) + 26 * ((1 + 0 + 0) * (1 + 0 + 0)) + 115, s26 >= 0, s26 <= 7 * 0 + 6 + 0 * 0, z = 1 + 0 + 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s30 + s44 :|: s44 >= 0, s44 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s30 >= 0, s30 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + s40 :|: s40 >= 0, s40 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s27 >= 0, s27 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s28 + s41 :|: s41 >= 0, s41 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s28 >= 0, s28 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(s10, 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(s19, 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(s11, 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {min,if_min}, {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [12 + 7*z'' + z''^2], size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: O(n^2) [14 + 7*z4 + z4^2], size: O(n^2) [7 + 7*z4 + z4^2] IF_MIN: runtime: O(n^2) [10 + 6*z' + z'^2], size: O(n^2) [8 + 4*z' + z'^2] MIN: runtime: O(n^2) [154 + 119*z + 26*z^2], size: O(n^2) [115 + 99*z + 26*z^2] min: runtime: ?, size: O(n^1) [z] if_min: runtime: ?, size: O(n^1) [z'] ---------------------------------------- (57) IntTrsBoundProof (UPPER BOUND(ID)) Computed RUNTIME bound using CoFloCo for: min after applying outer abstraction to obtain an ITS, resulting in: O(1) with polynomial bound: 0 Computed RUNTIME bound using CoFloCo for: if_min after applying outer abstraction to obtain an ITS, resulting in: O(1) with polynomial bound: 0 ---------------------------------------- (58) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 300 + 171*z0 + 52*z0*z2 + 26*z0^2 + 171*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 99 * (1 + z0 + z2) + 26 * ((1 + z0 + z2) * (1 + z0 + z2)) + 115, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 300 + 171*z1 + 52*z1*z2 + 26*z1^2 + 171*z2 + 26*z2^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 99 * (1 + z1 + z2) + 26 * ((1 + z1 + z2) * (1 + z1 + z2)) + 115, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 13 + 7*z3 + z3^2 }-> 1 + s25 :|: s25 >= 0, s25 <= 7 * z3 + 6 + z3 * z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 29 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 8 + (1 + 0 + (1 + z1 + z2)) * (1 + 0 + (1 + z1 + z2)) + 4 * (1 + 0 + (1 + z1 + z2)), s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 40 + 12*z0' + 2*z0'*z2 + z0'^2 + 12*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 8 + (1 + (1 + z0') + (1 + 0 + z2)) * (1 + (1 + z0') + (1 + 0 + z2)) + 4 * (1 + (1 + z0') + (1 + 0 + z2)), s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 54 + 14*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 15*z1' + 2*z1'*z2 + z1'^2 + 14*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 8 + (1 + (1 + z0'') + (1 + (1 + z1') + z2)) * (1 + (1 + z0'') + (1 + (1 + z1') + z2)) + 4 * (1 + (1 + z0'') + (1 + (1 + z1') + z2)), s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 29 + 10*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s35 + s16 :|: s35 >= 0, s35 <= 8 + (1 + z0 + (1 + z1 + z2)) * (1 + z0 + (1 + z1 + z2)) + 4 * (1 + z0 + (1 + z1 + z2)), s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s20 + s' :|: s20 >= 0, s20 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z01 + 2*z01*z3 + z01^2 + 11*z3 + z3^2 }-> 1 + s21 + s'' :|: s21 >= 0, s21 <= 7 * (1 + (1 + z01) + z3) + (1 + (1 + z01) + z3) * (1 + (1 + z01) + z3) + 7, s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s22 + s1 :|: s22 >= 0, s22 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z1'' + 2*z1''*z3 + z1''^2 + 11*z3 + z3^2 }-> 1 + s23 + s2 :|: s23 >= 0, s23 <= 7 * (1 + (1 + z1'') + z3) + (1 + (1 + z1'') + z3) * (1 + (1 + z1'') + z3) + 7, s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 26 + 10*z2 + 2*z2*z3 + z2^2 + 9*z3 + z3^2 }-> 1 + s24 + s3 :|: s24 >= 0, s24 <= 7 * (1 + z2 + z3) + (1 + z2 + z3) * (1 + z2 + z3) + 7, s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 300 + 171*z0 + 52*z0*z1 + 26*z0^2 + 171*z1 + 26*z1^2 }-> 1 + s38 :|: s38 >= 0, s38 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 497 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 223*z11 + 52*z11*z2' + 26*z11^2 + 223*z2' + 26*z2'^2 }-> 1 + SORT(replace(if_min(s5, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + REPLACE(if_min(s6, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2') + s42 :|: s42 >= 0, s42 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 517 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + s29 + s43 :|: s43 >= 0, s43 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s29 >= 0, s29 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 312 + 171*z0 + 52*z0*z1 + 26*z0^2 + 178*z1 + 27*z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s31 + s46 :|: s46 >= 0, s46 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, s31 >= 0, s31 <= 7 * z1 + 6 + z1 * z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 497 + 223*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 223*z12 + 52*z12*z2'' + 26*z12^2 + 223*z2'' + 26*z2''^2 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + REPLACE(if_min(s8, 1 + z0 + (1 + z12 + z2'')), z0, 1 + z12 + z2'') + s45 :|: s45 >= 0, s45 <= 99 * (1 + z0 + (1 + z12 + z2'')) + 26 * ((1 + z0 + (1 + z12 + z2'')) * (1 + z0 + (1 + z12 + z2''))) + 115, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 312 }-> 1 + SORT(replace(0, 0, 0)) + s26 + s39 :|: s39 >= 0, s39 <= 99 * (1 + 0 + 0) + 26 * ((1 + 0 + 0) * (1 + 0 + 0)) + 115, s26 >= 0, s26 <= 7 * 0 + 6 + 0 * 0, z = 1 + 0 + 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s30 + s44 :|: s44 >= 0, s44 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s30 >= 0, s30 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + s40 :|: s40 >= 0, s40 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s27 >= 0, s27 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s28 + s41 :|: s41 >= 0, s41 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s28 >= 0, s28 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> min(1 + z0 + z2) :|: z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> min(1 + z1 + z2) :|: z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> if_min(s10, 1 + (1 + z07) + (1 + (1 + z13) + z2)) :|: s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(2, 1 + 0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> if_min(1, 1 + (1 + z06) + (1 + 0 + z2)) :|: z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> if_min(0, 1 + z0 + (1 + z1 + z2)) :|: z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(s19, 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + min(1 + z0 + z1) + sort(replace(0, z0, z1)) :|: z1 >= 0, z0 >= 0, z = 1 + z0 + z1 sort(z) -{ 0 }-> 1 + min(1 + z0 + (1 + z15 + z21)) + sort(replace(if_min(s11, 1 + z0 + (1 + z15 + z21)), z0, 1 + z15 + z21)) :|: s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + min(1 + 0 + 0) + sort(replace(0, 0, 0)) :|: z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + min(1 + (1 + (z - 2)) + 0) + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: z - 2 >= 0 Function symbols to be analyzed: {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [12 + 7*z'' + z''^2], size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: O(n^2) [14 + 7*z4 + z4^2], size: O(n^2) [7 + 7*z4 + z4^2] IF_MIN: runtime: O(n^2) [10 + 6*z' + z'^2], size: O(n^2) [8 + 4*z' + z'^2] MIN: runtime: O(n^2) [154 + 119*z + 26*z^2], size: O(n^2) [115 + 99*z + 26*z^2] min: runtime: O(1) [0], size: O(n^1) [z] if_min: runtime: O(1) [0], size: O(n^1) [z'] ---------------------------------------- (59) ResultPropagationProof (UPPER BOUND(ID)) Applied inner abstraction using the recently inferred runtime/size bounds where possible. ---------------------------------------- (60) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 300 + 171*z0 + 52*z0*z2 + 26*z0^2 + 171*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 99 * (1 + z0 + z2) + 26 * ((1 + z0 + z2) * (1 + z0 + z2)) + 115, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 300 + 171*z1 + 52*z1*z2 + 26*z1^2 + 171*z2 + 26*z2^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 99 * (1 + z1 + z2) + 26 * ((1 + z1 + z2) * (1 + z1 + z2)) + 115, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 13 + 7*z3 + z3^2 }-> 1 + s25 :|: s25 >= 0, s25 <= 7 * z3 + 6 + z3 * z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 29 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 8 + (1 + 0 + (1 + z1 + z2)) * (1 + 0 + (1 + z1 + z2)) + 4 * (1 + 0 + (1 + z1 + z2)), s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 40 + 12*z0' + 2*z0'*z2 + z0'^2 + 12*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 8 + (1 + (1 + z0') + (1 + 0 + z2)) * (1 + (1 + z0') + (1 + 0 + z2)) + 4 * (1 + (1 + z0') + (1 + 0 + z2)), s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 54 + 14*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 15*z1' + 2*z1'*z2 + z1'^2 + 14*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 8 + (1 + (1 + z0'') + (1 + (1 + z1') + z2)) * (1 + (1 + z0'') + (1 + (1 + z1') + z2)) + 4 * (1 + (1 + z0'') + (1 + (1 + z1') + z2)), s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 29 + 10*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s35 + s16 :|: s35 >= 0, s35 <= 8 + (1 + z0 + (1 + z1 + z2)) * (1 + z0 + (1 + z1 + z2)) + 4 * (1 + z0 + (1 + z1 + z2)), s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s20 + s' :|: s20 >= 0, s20 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z01 + 2*z01*z3 + z01^2 + 11*z3 + z3^2 }-> 1 + s21 + s'' :|: s21 >= 0, s21 <= 7 * (1 + (1 + z01) + z3) + (1 + (1 + z01) + z3) * (1 + (1 + z01) + z3) + 7, s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s22 + s1 :|: s22 >= 0, s22 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z1'' + 2*z1''*z3 + z1''^2 + 11*z3 + z3^2 }-> 1 + s23 + s2 :|: s23 >= 0, s23 <= 7 * (1 + (1 + z1'') + z3) + (1 + (1 + z1'') + z3) * (1 + (1 + z1'') + z3) + 7, s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 26 + 10*z2 + 2*z2*z3 + z2^2 + 9*z3 + z3^2 }-> 1 + s24 + s3 :|: s24 >= 0, s24 <= 7 * (1 + z2 + z3) + (1 + z2 + z3) * (1 + z2 + z3) + 7, s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 300 + 171*z0 + 52*z0*z1 + 26*z0^2 + 171*z1 + 26*z1^2 }-> 1 + s38 :|: s38 >= 0, s38 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 517 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + SORT(replace(s47, z0, 1 + z11 + z2')) + s49 + s42 :|: s47 >= 0, s47 <= 1 + z0 + (1 + z11 + z2'), s48 >= 0, s48 <= 1 + z0 + (1 + z11 + z2'), s49 >= 0, s49 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s42 >= 0, s42 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 517 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + SORT(replace(s50, z0, 1 + z11 + z2')) + s29 + s43 :|: s50 >= 0, s50 <= 1 + z0 + (1 + z11 + z2'), s43 >= 0, s43 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s29 >= 0, s29 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 312 + 171*z0 + 52*z0*z1 + 26*z0^2 + 178*z1 + 27*z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s31 + s46 :|: s46 >= 0, s46 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, s31 >= 0, s31 <= 7 * z1 + 6 + z1 * z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 517 + 223*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 232*z12 + 54*z12*z2'' + 27*z12^2 + 232*z2'' + 27*z2''^2 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + s52 + s45 :|: s51 >= 0, s51 <= 1 + z0 + (1 + z12 + z2''), s52 >= 0, s52 <= 7 * (1 + z12 + z2'') + 6 + (1 + z12 + z2'') * (1 + z12 + z2''), s45 >= 0, s45 <= 99 * (1 + z0 + (1 + z12 + z2'')) + 26 * ((1 + z0 + (1 + z12 + z2'')) * (1 + z0 + (1 + z12 + z2''))) + 115, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 312 }-> 1 + SORT(replace(0, 0, 0)) + s26 + s39 :|: s39 >= 0, s39 <= 99 * (1 + 0 + 0) + 26 * ((1 + 0 + 0) * (1 + 0 + 0)) + 115, s26 >= 0, s26 <= 7 * 0 + 6 + 0 * 0, z = 1 + 0 + 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s30 + s44 :|: s44 >= 0, s44 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s30 >= 0, s30 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + s40 :|: s40 >= 0, s40 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s27 >= 0, s27 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s28 + s41 :|: s41 >= 0, s41 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s28 >= 0, s28 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> s57 :|: s57 >= 0, s57 <= 1 + z0 + z2, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> s58 :|: s58 >= 0, s58 <= 1 + z1 + z2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> s53 :|: s53 >= 0, s53 <= 1 + 0 + (1 + z1 + z2), z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> s54 :|: s54 >= 0, s54 <= 1 + (1 + z06) + (1 + 0 + z2), z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> s55 :|: s55 >= 0, s55 <= 1 + (1 + z07) + (1 + (1 + z13) + z2), s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> s56 :|: s56 >= 0, s56 <= 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(s19, 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + s59 + sort(replace(0, 0, 0)) :|: s59 >= 0, s59 <= 1 + 0 + 0, z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + s60 + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: s60 >= 0, s60 <= 1 + (1 + (z - 2)) + 0, z - 2 >= 0 sort(z) -{ 0 }-> 1 + s61 + sort(replace(s62, z0, 1 + z15 + z21)) :|: s61 >= 0, s61 <= 1 + z0 + (1 + z15 + z21), s62 >= 0, s62 <= 1 + z0 + (1 + z15 + z21), s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + s63 + sort(replace(0, z0, z1)) :|: s63 >= 0, s63 <= 1 + z0 + z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 Function symbols to be analyzed: {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [12 + 7*z'' + z''^2], size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: O(n^2) [14 + 7*z4 + z4^2], size: O(n^2) [7 + 7*z4 + z4^2] IF_MIN: runtime: O(n^2) [10 + 6*z' + z'^2], size: O(n^2) [8 + 4*z' + z'^2] MIN: runtime: O(n^2) [154 + 119*z + 26*z^2], size: O(n^2) [115 + 99*z + 26*z^2] min: runtime: O(1) [0], size: O(n^1) [z] if_min: runtime: O(1) [0], size: O(n^1) [z'] ---------------------------------------- (61) IntTrsBoundProof (UPPER BOUND(ID)) Computed SIZE bound using CoFloCo for: replace after applying outer abstraction to obtain an ITS, resulting in: O(n^1) with polynomial bound: z' + z'' Computed SIZE bound using CoFloCo for: if_replace after applying outer abstraction to obtain an ITS, resulting in: O(n^1) with polynomial bound: z'' + z4 ---------------------------------------- (62) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 300 + 171*z0 + 52*z0*z2 + 26*z0^2 + 171*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 99 * (1 + z0 + z2) + 26 * ((1 + z0 + z2) * (1 + z0 + z2)) + 115, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 300 + 171*z1 + 52*z1*z2 + 26*z1^2 + 171*z2 + 26*z2^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 99 * (1 + z1 + z2) + 26 * ((1 + z1 + z2) * (1 + z1 + z2)) + 115, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 13 + 7*z3 + z3^2 }-> 1 + s25 :|: s25 >= 0, s25 <= 7 * z3 + 6 + z3 * z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 29 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 8 + (1 + 0 + (1 + z1 + z2)) * (1 + 0 + (1 + z1 + z2)) + 4 * (1 + 0 + (1 + z1 + z2)), s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 40 + 12*z0' + 2*z0'*z2 + z0'^2 + 12*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 8 + (1 + (1 + z0') + (1 + 0 + z2)) * (1 + (1 + z0') + (1 + 0 + z2)) + 4 * (1 + (1 + z0') + (1 + 0 + z2)), s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 54 + 14*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 15*z1' + 2*z1'*z2 + z1'^2 + 14*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 8 + (1 + (1 + z0'') + (1 + (1 + z1') + z2)) * (1 + (1 + z0'') + (1 + (1 + z1') + z2)) + 4 * (1 + (1 + z0'') + (1 + (1 + z1') + z2)), s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 29 + 10*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s35 + s16 :|: s35 >= 0, s35 <= 8 + (1 + z0 + (1 + z1 + z2)) * (1 + z0 + (1 + z1 + z2)) + 4 * (1 + z0 + (1 + z1 + z2)), s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s20 + s' :|: s20 >= 0, s20 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z01 + 2*z01*z3 + z01^2 + 11*z3 + z3^2 }-> 1 + s21 + s'' :|: s21 >= 0, s21 <= 7 * (1 + (1 + z01) + z3) + (1 + (1 + z01) + z3) * (1 + (1 + z01) + z3) + 7, s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s22 + s1 :|: s22 >= 0, s22 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z1'' + 2*z1''*z3 + z1''^2 + 11*z3 + z3^2 }-> 1 + s23 + s2 :|: s23 >= 0, s23 <= 7 * (1 + (1 + z1'') + z3) + (1 + (1 + z1'') + z3) * (1 + (1 + z1'') + z3) + 7, s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 26 + 10*z2 + 2*z2*z3 + z2^2 + 9*z3 + z3^2 }-> 1 + s24 + s3 :|: s24 >= 0, s24 <= 7 * (1 + z2 + z3) + (1 + z2 + z3) * (1 + z2 + z3) + 7, s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 300 + 171*z0 + 52*z0*z1 + 26*z0^2 + 171*z1 + 26*z1^2 }-> 1 + s38 :|: s38 >= 0, s38 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 517 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + SORT(replace(s47, z0, 1 + z11 + z2')) + s49 + s42 :|: s47 >= 0, s47 <= 1 + z0 + (1 + z11 + z2'), s48 >= 0, s48 <= 1 + z0 + (1 + z11 + z2'), s49 >= 0, s49 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s42 >= 0, s42 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 517 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + SORT(replace(s50, z0, 1 + z11 + z2')) + s29 + s43 :|: s50 >= 0, s50 <= 1 + z0 + (1 + z11 + z2'), s43 >= 0, s43 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s29 >= 0, s29 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 312 + 171*z0 + 52*z0*z1 + 26*z0^2 + 178*z1 + 27*z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s31 + s46 :|: s46 >= 0, s46 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, s31 >= 0, s31 <= 7 * z1 + 6 + z1 * z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 517 + 223*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 232*z12 + 54*z12*z2'' + 27*z12^2 + 232*z2'' + 27*z2''^2 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + s52 + s45 :|: s51 >= 0, s51 <= 1 + z0 + (1 + z12 + z2''), s52 >= 0, s52 <= 7 * (1 + z12 + z2'') + 6 + (1 + z12 + z2'') * (1 + z12 + z2''), s45 >= 0, s45 <= 99 * (1 + z0 + (1 + z12 + z2'')) + 26 * ((1 + z0 + (1 + z12 + z2'')) * (1 + z0 + (1 + z12 + z2''))) + 115, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 312 }-> 1 + SORT(replace(0, 0, 0)) + s26 + s39 :|: s39 >= 0, s39 <= 99 * (1 + 0 + 0) + 26 * ((1 + 0 + 0) * (1 + 0 + 0)) + 115, s26 >= 0, s26 <= 7 * 0 + 6 + 0 * 0, z = 1 + 0 + 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s30 + s44 :|: s44 >= 0, s44 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s30 >= 0, s30 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + s40 :|: s40 >= 0, s40 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s27 >= 0, s27 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s28 + s41 :|: s41 >= 0, s41 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s28 >= 0, s28 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> s57 :|: s57 >= 0, s57 <= 1 + z0 + z2, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> s58 :|: s58 >= 0, s58 <= 1 + z1 + z2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> s53 :|: s53 >= 0, s53 <= 1 + 0 + (1 + z1 + z2), z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> s54 :|: s54 >= 0, s54 <= 1 + (1 + z06) + (1 + 0 + z2), z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> s55 :|: s55 >= 0, s55 <= 1 + (1 + z07) + (1 + (1 + z13) + z2), s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> s56 :|: s56 >= 0, s56 <= 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(s19, 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + s59 + sort(replace(0, 0, 0)) :|: s59 >= 0, s59 <= 1 + 0 + 0, z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + s60 + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: s60 >= 0, s60 <= 1 + (1 + (z - 2)) + 0, z - 2 >= 0 sort(z) -{ 0 }-> 1 + s61 + sort(replace(s62, z0, 1 + z15 + z21)) :|: s61 >= 0, s61 <= 1 + z0 + (1 + z15 + z21), s62 >= 0, s62 <= 1 + z0 + (1 + z15 + z21), s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + s63 + sort(replace(0, z0, z1)) :|: s63 >= 0, s63 <= 1 + z0 + z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 Function symbols to be analyzed: {replace,if_replace}, {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [12 + 7*z'' + z''^2], size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: O(n^2) [14 + 7*z4 + z4^2], size: O(n^2) [7 + 7*z4 + z4^2] IF_MIN: runtime: O(n^2) [10 + 6*z' + z'^2], size: O(n^2) [8 + 4*z' + z'^2] MIN: runtime: O(n^2) [154 + 119*z + 26*z^2], size: O(n^2) [115 + 99*z + 26*z^2] min: runtime: O(1) [0], size: O(n^1) [z] if_min: runtime: O(1) [0], size: O(n^1) [z'] replace: runtime: ?, size: O(n^1) [z' + z''] if_replace: runtime: ?, size: O(n^1) [z'' + z4] ---------------------------------------- (63) IntTrsBoundProof (UPPER BOUND(ID)) Computed RUNTIME bound using CoFloCo for: replace after applying outer abstraction to obtain an ITS, resulting in: O(1) with polynomial bound: 0 Computed RUNTIME bound using CoFloCo for: if_replace after applying outer abstraction to obtain an ITS, resulting in: O(1) with polynomial bound: 0 ---------------------------------------- (64) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 300 + 171*z0 + 52*z0*z2 + 26*z0^2 + 171*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 99 * (1 + z0 + z2) + 26 * ((1 + z0 + z2) * (1 + z0 + z2)) + 115, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 300 + 171*z1 + 52*z1*z2 + 26*z1^2 + 171*z2 + 26*z2^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 99 * (1 + z1 + z2) + 26 * ((1 + z1 + z2) * (1 + z1 + z2)) + 115, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 13 + 7*z3 + z3^2 }-> 1 + s25 :|: s25 >= 0, s25 <= 7 * z3 + 6 + z3 * z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 29 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 8 + (1 + 0 + (1 + z1 + z2)) * (1 + 0 + (1 + z1 + z2)) + 4 * (1 + 0 + (1 + z1 + z2)), s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 40 + 12*z0' + 2*z0'*z2 + z0'^2 + 12*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 8 + (1 + (1 + z0') + (1 + 0 + z2)) * (1 + (1 + z0') + (1 + 0 + z2)) + 4 * (1 + (1 + z0') + (1 + 0 + z2)), s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 54 + 14*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 15*z1' + 2*z1'*z2 + z1'^2 + 14*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 8 + (1 + (1 + z0'') + (1 + (1 + z1') + z2)) * (1 + (1 + z0'') + (1 + (1 + z1') + z2)) + 4 * (1 + (1 + z0'') + (1 + (1 + z1') + z2)), s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 29 + 10*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s35 + s16 :|: s35 >= 0, s35 <= 8 + (1 + z0 + (1 + z1 + z2)) * (1 + z0 + (1 + z1 + z2)) + 4 * (1 + z0 + (1 + z1 + z2)), s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s20 + s' :|: s20 >= 0, s20 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z01 + 2*z01*z3 + z01^2 + 11*z3 + z3^2 }-> 1 + s21 + s'' :|: s21 >= 0, s21 <= 7 * (1 + (1 + z01) + z3) + (1 + (1 + z01) + z3) * (1 + (1 + z01) + z3) + 7, s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s22 + s1 :|: s22 >= 0, s22 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z1'' + 2*z1''*z3 + z1''^2 + 11*z3 + z3^2 }-> 1 + s23 + s2 :|: s23 >= 0, s23 <= 7 * (1 + (1 + z1'') + z3) + (1 + (1 + z1'') + z3) * (1 + (1 + z1'') + z3) + 7, s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 26 + 10*z2 + 2*z2*z3 + z2^2 + 9*z3 + z3^2 }-> 1 + s24 + s3 :|: s24 >= 0, s24 <= 7 * (1 + z2 + z3) + (1 + z2 + z3) * (1 + z2 + z3) + 7, s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 300 + 171*z0 + 52*z0*z1 + 26*z0^2 + 171*z1 + 26*z1^2 }-> 1 + s38 :|: s38 >= 0, s38 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 517 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + SORT(replace(s47, z0, 1 + z11 + z2')) + s49 + s42 :|: s47 >= 0, s47 <= 1 + z0 + (1 + z11 + z2'), s48 >= 0, s48 <= 1 + z0 + (1 + z11 + z2'), s49 >= 0, s49 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s42 >= 0, s42 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 517 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + SORT(replace(s50, z0, 1 + z11 + z2')) + s29 + s43 :|: s50 >= 0, s50 <= 1 + z0 + (1 + z11 + z2'), s43 >= 0, s43 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s29 >= 0, s29 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 312 + 171*z0 + 52*z0*z1 + 26*z0^2 + 178*z1 + 27*z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s31 + s46 :|: s46 >= 0, s46 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, s31 >= 0, s31 <= 7 * z1 + 6 + z1 * z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 517 + 223*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 232*z12 + 54*z12*z2'' + 27*z12^2 + 232*z2'' + 27*z2''^2 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + s52 + s45 :|: s51 >= 0, s51 <= 1 + z0 + (1 + z12 + z2''), s52 >= 0, s52 <= 7 * (1 + z12 + z2'') + 6 + (1 + z12 + z2'') * (1 + z12 + z2''), s45 >= 0, s45 <= 99 * (1 + z0 + (1 + z12 + z2'')) + 26 * ((1 + z0 + (1 + z12 + z2'')) * (1 + z0 + (1 + z12 + z2''))) + 115, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 312 }-> 1 + SORT(replace(0, 0, 0)) + s26 + s39 :|: s39 >= 0, s39 <= 99 * (1 + 0 + 0) + 26 * ((1 + 0 + 0) * (1 + 0 + 0)) + 115, s26 >= 0, s26 <= 7 * 0 + 6 + 0 * 0, z = 1 + 0 + 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s30 + s44 :|: s44 >= 0, s44 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s30 >= 0, s30 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + s40 :|: s40 >= 0, s40 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s27 >= 0, s27 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s28 + s41 :|: s41 >= 0, s41 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s28 >= 0, s28 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> s57 :|: s57 >= 0, s57 <= 1 + z0 + z2, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> s58 :|: s58 >= 0, s58 <= 1 + z1 + z2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + replace(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> s53 :|: s53 >= 0, s53 <= 1 + 0 + (1 + z1 + z2), z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> s54 :|: s54 >= 0, s54 <= 1 + (1 + z06) + (1 + 0 + z2), z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> s55 :|: s55 >= 0, s55 <= 1 + (1 + z07) + (1 + (1 + z13) + z2), s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> s56 :|: s56 >= 0, s56 <= 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(s19, 1 + (z - 1), z', 1 + (1 + z14) + z3) :|: s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(2, 0, z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 0, z', 1 + (1 + z08) + z3) :|: z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + (z - 1), z', 1 + 0 + (z'' - 1)) :|: z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(0, z, z', 1 + z2 + z3) :|: z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + s59 + sort(replace(0, 0, 0)) :|: s59 >= 0, s59 <= 1 + 0 + 0, z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + s60 + sort(replace(1 + (z - 2), 1 + (z - 2), 0)) :|: s60 >= 0, s60 <= 1 + (1 + (z - 2)) + 0, z - 2 >= 0 sort(z) -{ 0 }-> 1 + s61 + sort(replace(s62, z0, 1 + z15 + z21)) :|: s61 >= 0, s61 <= 1 + z0 + (1 + z15 + z21), s62 >= 0, s62 <= 1 + z0 + (1 + z15 + z21), s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + s63 + sort(replace(0, z0, z1)) :|: s63 >= 0, s63 <= 1 + z0 + z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 Function symbols to be analyzed: {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [12 + 7*z'' + z''^2], size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: O(n^2) [14 + 7*z4 + z4^2], size: O(n^2) [7 + 7*z4 + z4^2] IF_MIN: runtime: O(n^2) [10 + 6*z' + z'^2], size: O(n^2) [8 + 4*z' + z'^2] MIN: runtime: O(n^2) [154 + 119*z + 26*z^2], size: O(n^2) [115 + 99*z + 26*z^2] min: runtime: O(1) [0], size: O(n^1) [z] if_min: runtime: O(1) [0], size: O(n^1) [z'] replace: runtime: O(1) [0], size: O(n^1) [z' + z''] if_replace: runtime: O(1) [0], size: O(n^1) [z'' + z4] ---------------------------------------- (65) ResultPropagationProof (UPPER BOUND(ID)) Applied inner abstraction using the recently inferred runtime/size bounds where possible. ---------------------------------------- (66) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 300 + 171*z0 + 52*z0*z2 + 26*z0^2 + 171*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 99 * (1 + z0 + z2) + 26 * ((1 + z0 + z2) * (1 + z0 + z2)) + 115, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 300 + 171*z1 + 52*z1*z2 + 26*z1^2 + 171*z2 + 26*z2^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 99 * (1 + z1 + z2) + 26 * ((1 + z1 + z2) * (1 + z1 + z2)) + 115, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 13 + 7*z3 + z3^2 }-> 1 + s25 :|: s25 >= 0, s25 <= 7 * z3 + 6 + z3 * z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 29 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 8 + (1 + 0 + (1 + z1 + z2)) * (1 + 0 + (1 + z1 + z2)) + 4 * (1 + 0 + (1 + z1 + z2)), s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 40 + 12*z0' + 2*z0'*z2 + z0'^2 + 12*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 8 + (1 + (1 + z0') + (1 + 0 + z2)) * (1 + (1 + z0') + (1 + 0 + z2)) + 4 * (1 + (1 + z0') + (1 + 0 + z2)), s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 54 + 14*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 15*z1' + 2*z1'*z2 + z1'^2 + 14*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 8 + (1 + (1 + z0'') + (1 + (1 + z1') + z2)) * (1 + (1 + z0'') + (1 + (1 + z1') + z2)) + 4 * (1 + (1 + z0'') + (1 + (1 + z1') + z2)), s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 29 + 10*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s35 + s16 :|: s35 >= 0, s35 <= 8 + (1 + z0 + (1 + z1 + z2)) * (1 + z0 + (1 + z1 + z2)) + 4 * (1 + z0 + (1 + z1 + z2)), s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s20 + s' :|: s20 >= 0, s20 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z01 + 2*z01*z3 + z01^2 + 11*z3 + z3^2 }-> 1 + s21 + s'' :|: s21 >= 0, s21 <= 7 * (1 + (1 + z01) + z3) + (1 + (1 + z01) + z3) * (1 + (1 + z01) + z3) + 7, s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s22 + s1 :|: s22 >= 0, s22 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z1'' + 2*z1''*z3 + z1''^2 + 11*z3 + z3^2 }-> 1 + s23 + s2 :|: s23 >= 0, s23 <= 7 * (1 + (1 + z1'') + z3) + (1 + (1 + z1'') + z3) * (1 + (1 + z1'') + z3) + 7, s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 26 + 10*z2 + 2*z2*z3 + z2^2 + 9*z3 + z3^2 }-> 1 + s24 + s3 :|: s24 >= 0, s24 <= 7 * (1 + z2 + z3) + (1 + z2 + z3) * (1 + z2 + z3) + 7, s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 300 + 171*z0 + 52*z0*z1 + 26*z0^2 + 171*z1 + 26*z1^2 }-> 1 + s38 :|: s38 >= 0, s38 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 312 }-> 1 + SORT(s64) + s26 + s39 :|: s64 >= 0, s64 <= 0 + 0, s39 >= 0, s39 <= 99 * (1 + 0 + 0) + 26 * ((1 + 0 + 0) * (1 + 0 + 0)) + 115, s26 >= 0, s26 <= 7 * 0 + 6 + 0 * 0, z = 1 + 0 + 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(s65) + s27 + s40 :|: s65 >= 0, s65 <= 1 + (z - 2) + 0, s40 >= 0, s40 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s27 >= 0, s27 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(s66) + s28 + s41 :|: s66 >= 0, s66 <= 1 + (z - 2) + 0, s41 >= 0, s41 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s28 >= 0, s28 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 517 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + SORT(s67) + s49 + s42 :|: s67 >= 0, s67 <= z0 + (1 + z11 + z2'), s47 >= 0, s47 <= 1 + z0 + (1 + z11 + z2'), s48 >= 0, s48 <= 1 + z0 + (1 + z11 + z2'), s49 >= 0, s49 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s42 >= 0, s42 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 517 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + SORT(s68) + s29 + s43 :|: s68 >= 0, s68 <= z0 + (1 + z11 + z2'), s50 >= 0, s50 <= 1 + z0 + (1 + z11 + z2'), s43 >= 0, s43 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s29 >= 0, s29 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(s69) + s30 + s44 :|: s69 >= 0, s69 <= 1 + (z - 2) + 0, s44 >= 0, s44 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s30 >= 0, s30 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 517 + 223*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 232*z12 + 54*z12*z2'' + 27*z12^2 + 232*z2'' + 27*z2''^2 }-> 1 + SORT(s70) + s52 + s45 :|: s70 >= 0, s70 <= z0 + (1 + z12 + z2''), s51 >= 0, s51 <= 1 + z0 + (1 + z12 + z2''), s52 >= 0, s52 <= 7 * (1 + z12 + z2'') + 6 + (1 + z12 + z2'') * (1 + z12 + z2''), s45 >= 0, s45 <= 99 * (1 + z0 + (1 + z12 + z2'')) + 26 * ((1 + z0 + (1 + z12 + z2'')) * (1 + z0 + (1 + z12 + z2''))) + 115, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 312 + 171*z0 + 52*z0*z1 + 26*z0^2 + 178*z1 + 27*z1^2 }-> 1 + SORT(s71) + s31 + s46 :|: s71 >= 0, s71 <= z0 + z1, s46 >= 0, s46 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, s31 >= 0, s31 <= 7 * z1 + 6 + z1 * z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> s57 :|: s57 >= 0, s57 <= 1 + z0 + z2, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> s58 :|: s58 >= 0, s58 <= 1 + z1 + z2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + s77 :|: s77 >= 0, s77 <= z'' + z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> s53 :|: s53 >= 0, s53 <= 1 + 0 + (1 + z1 + z2), z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> s54 :|: s54 >= 0, s54 <= 1 + (1 + z06) + (1 + 0 + z2), z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> s55 :|: s55 >= 0, s55 <= 1 + (1 + z07) + (1 + (1 + z13) + z2), s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> s56 :|: s56 >= 0, s56 <= 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> s72 :|: s72 >= 0, s72 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s73 :|: s73 >= 0, s73 <= z' + (1 + (1 + z08) + z3), z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> s74 :|: s74 >= 0, s74 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s75 :|: s75 >= 0, s75 <= z' + (1 + (1 + z14) + z3), s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> s76 :|: s76 >= 0, s76 <= z' + (1 + z2 + z3), z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + s59 + sort(s78) :|: s78 >= 0, s78 <= 0 + 0, s59 >= 0, s59 <= 1 + 0 + 0, z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + s60 + sort(s79) :|: s79 >= 0, s79 <= 1 + (z - 2) + 0, s60 >= 0, s60 <= 1 + (1 + (z - 2)) + 0, z - 2 >= 0 sort(z) -{ 0 }-> 1 + s61 + sort(s80) :|: s80 >= 0, s80 <= z0 + (1 + z15 + z21), s61 >= 0, s61 <= 1 + z0 + (1 + z15 + z21), s62 >= 0, s62 <= 1 + z0 + (1 + z15 + z21), s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + s63 + sort(s81) :|: s81 >= 0, s81 <= z0 + z1, s63 >= 0, s63 <= 1 + z0 + z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 Function symbols to be analyzed: {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [12 + 7*z'' + z''^2], size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: O(n^2) [14 + 7*z4 + z4^2], size: O(n^2) [7 + 7*z4 + z4^2] IF_MIN: runtime: O(n^2) [10 + 6*z' + z'^2], size: O(n^2) [8 + 4*z' + z'^2] MIN: runtime: O(n^2) [154 + 119*z + 26*z^2], size: O(n^2) [115 + 99*z + 26*z^2] min: runtime: O(1) [0], size: O(n^1) [z] if_min: runtime: O(1) [0], size: O(n^1) [z'] replace: runtime: O(1) [0], size: O(n^1) [z' + z''] if_replace: runtime: O(1) [0], size: O(n^1) [z'' + z4] ---------------------------------------- (67) IntTrsBoundProof (UPPER BOUND(ID)) Computed SIZE bound using CoFloCo for: SORT after applying outer abstraction to obtain an ITS, resulting in: INF with polynomial bound: ? ---------------------------------------- (68) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 300 + 171*z0 + 52*z0*z2 + 26*z0^2 + 171*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 99 * (1 + z0 + z2) + 26 * ((1 + z0 + z2) * (1 + z0 + z2)) + 115, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 300 + 171*z1 + 52*z1*z2 + 26*z1^2 + 171*z2 + 26*z2^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 99 * (1 + z1 + z2) + 26 * ((1 + z1 + z2) * (1 + z1 + z2)) + 115, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 13 + 7*z3 + z3^2 }-> 1 + s25 :|: s25 >= 0, s25 <= 7 * z3 + 6 + z3 * z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 29 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 8 + (1 + 0 + (1 + z1 + z2)) * (1 + 0 + (1 + z1 + z2)) + 4 * (1 + 0 + (1 + z1 + z2)), s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 40 + 12*z0' + 2*z0'*z2 + z0'^2 + 12*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 8 + (1 + (1 + z0') + (1 + 0 + z2)) * (1 + (1 + z0') + (1 + 0 + z2)) + 4 * (1 + (1 + z0') + (1 + 0 + z2)), s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 54 + 14*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 15*z1' + 2*z1'*z2 + z1'^2 + 14*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 8 + (1 + (1 + z0'') + (1 + (1 + z1') + z2)) * (1 + (1 + z0'') + (1 + (1 + z1') + z2)) + 4 * (1 + (1 + z0'') + (1 + (1 + z1') + z2)), s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 29 + 10*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s35 + s16 :|: s35 >= 0, s35 <= 8 + (1 + z0 + (1 + z1 + z2)) * (1 + z0 + (1 + z1 + z2)) + 4 * (1 + z0 + (1 + z1 + z2)), s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s20 + s' :|: s20 >= 0, s20 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z01 + 2*z01*z3 + z01^2 + 11*z3 + z3^2 }-> 1 + s21 + s'' :|: s21 >= 0, s21 <= 7 * (1 + (1 + z01) + z3) + (1 + (1 + z01) + z3) * (1 + (1 + z01) + z3) + 7, s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s22 + s1 :|: s22 >= 0, s22 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z1'' + 2*z1''*z3 + z1''^2 + 11*z3 + z3^2 }-> 1 + s23 + s2 :|: s23 >= 0, s23 <= 7 * (1 + (1 + z1'') + z3) + (1 + (1 + z1'') + z3) * (1 + (1 + z1'') + z3) + 7, s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 26 + 10*z2 + 2*z2*z3 + z2^2 + 9*z3 + z3^2 }-> 1 + s24 + s3 :|: s24 >= 0, s24 <= 7 * (1 + z2 + z3) + (1 + z2 + z3) * (1 + z2 + z3) + 7, s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 300 + 171*z0 + 52*z0*z1 + 26*z0^2 + 171*z1 + 26*z1^2 }-> 1 + s38 :|: s38 >= 0, s38 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 312 }-> 1 + SORT(s64) + s26 + s39 :|: s64 >= 0, s64 <= 0 + 0, s39 >= 0, s39 <= 99 * (1 + 0 + 0) + 26 * ((1 + 0 + 0) * (1 + 0 + 0)) + 115, s26 >= 0, s26 <= 7 * 0 + 6 + 0 * 0, z = 1 + 0 + 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(s65) + s27 + s40 :|: s65 >= 0, s65 <= 1 + (z - 2) + 0, s40 >= 0, s40 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s27 >= 0, s27 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(s66) + s28 + s41 :|: s66 >= 0, s66 <= 1 + (z - 2) + 0, s41 >= 0, s41 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s28 >= 0, s28 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 517 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + SORT(s67) + s49 + s42 :|: s67 >= 0, s67 <= z0 + (1 + z11 + z2'), s47 >= 0, s47 <= 1 + z0 + (1 + z11 + z2'), s48 >= 0, s48 <= 1 + z0 + (1 + z11 + z2'), s49 >= 0, s49 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s42 >= 0, s42 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 517 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + SORT(s68) + s29 + s43 :|: s68 >= 0, s68 <= z0 + (1 + z11 + z2'), s50 >= 0, s50 <= 1 + z0 + (1 + z11 + z2'), s43 >= 0, s43 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s29 >= 0, s29 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(s69) + s30 + s44 :|: s69 >= 0, s69 <= 1 + (z - 2) + 0, s44 >= 0, s44 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s30 >= 0, s30 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 517 + 223*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 232*z12 + 54*z12*z2'' + 27*z12^2 + 232*z2'' + 27*z2''^2 }-> 1 + SORT(s70) + s52 + s45 :|: s70 >= 0, s70 <= z0 + (1 + z12 + z2''), s51 >= 0, s51 <= 1 + z0 + (1 + z12 + z2''), s52 >= 0, s52 <= 7 * (1 + z12 + z2'') + 6 + (1 + z12 + z2'') * (1 + z12 + z2''), s45 >= 0, s45 <= 99 * (1 + z0 + (1 + z12 + z2'')) + 26 * ((1 + z0 + (1 + z12 + z2'')) * (1 + z0 + (1 + z12 + z2''))) + 115, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 312 + 171*z0 + 52*z0*z1 + 26*z0^2 + 178*z1 + 27*z1^2 }-> 1 + SORT(s71) + s31 + s46 :|: s71 >= 0, s71 <= z0 + z1, s46 >= 0, s46 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, s31 >= 0, s31 <= 7 * z1 + 6 + z1 * z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> s57 :|: s57 >= 0, s57 <= 1 + z0 + z2, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> s58 :|: s58 >= 0, s58 <= 1 + z1 + z2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + s77 :|: s77 >= 0, s77 <= z'' + z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> s53 :|: s53 >= 0, s53 <= 1 + 0 + (1 + z1 + z2), z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> s54 :|: s54 >= 0, s54 <= 1 + (1 + z06) + (1 + 0 + z2), z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> s55 :|: s55 >= 0, s55 <= 1 + (1 + z07) + (1 + (1 + z13) + z2), s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> s56 :|: s56 >= 0, s56 <= 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> s72 :|: s72 >= 0, s72 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s73 :|: s73 >= 0, s73 <= z' + (1 + (1 + z08) + z3), z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> s74 :|: s74 >= 0, s74 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s75 :|: s75 >= 0, s75 <= z' + (1 + (1 + z14) + z3), s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> s76 :|: s76 >= 0, s76 <= z' + (1 + z2 + z3), z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + s59 + sort(s78) :|: s78 >= 0, s78 <= 0 + 0, s59 >= 0, s59 <= 1 + 0 + 0, z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + s60 + sort(s79) :|: s79 >= 0, s79 <= 1 + (z - 2) + 0, s60 >= 0, s60 <= 1 + (1 + (z - 2)) + 0, z - 2 >= 0 sort(z) -{ 0 }-> 1 + s61 + sort(s80) :|: s80 >= 0, s80 <= z0 + (1 + z15 + z21), s61 >= 0, s61 <= 1 + z0 + (1 + z15 + z21), s62 >= 0, s62 <= 1 + z0 + (1 + z15 + z21), s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + s63 + sort(s81) :|: s81 >= 0, s81 <= z0 + z1, s63 >= 0, s63 <= 1 + z0 + z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 Function symbols to be analyzed: {SORT}, {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [12 + 7*z'' + z''^2], size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: O(n^2) [14 + 7*z4 + z4^2], size: O(n^2) [7 + 7*z4 + z4^2] IF_MIN: runtime: O(n^2) [10 + 6*z' + z'^2], size: O(n^2) [8 + 4*z' + z'^2] MIN: runtime: O(n^2) [154 + 119*z + 26*z^2], size: O(n^2) [115 + 99*z + 26*z^2] min: runtime: O(1) [0], size: O(n^1) [z] if_min: runtime: O(1) [0], size: O(n^1) [z'] replace: runtime: O(1) [0], size: O(n^1) [z' + z''] if_replace: runtime: O(1) [0], size: O(n^1) [z'' + z4] SORT: runtime: ?, size: INF ---------------------------------------- (69) IntTrsBoundProof (UPPER BOUND(ID)) Computed RUNTIME bound using KoAT for: SORT after applying outer abstraction to obtain an ITS, resulting in: O(n^3) with polynomial bound: 301 + 3018*z + 2871*z^2 + 897*z^3 ---------------------------------------- (70) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 300 + 171*z0 + 52*z0*z2 + 26*z0^2 + 171*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 99 * (1 + z0 + z2) + 26 * ((1 + z0 + z2) * (1 + z0 + z2)) + 115, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 300 + 171*z1 + 52*z1*z2 + 26*z1^2 + 171*z2 + 26*z2^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 99 * (1 + z1 + z2) + 26 * ((1 + z1 + z2) * (1 + z1 + z2)) + 115, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 13 + 7*z3 + z3^2 }-> 1 + s25 :|: s25 >= 0, s25 <= 7 * z3 + 6 + z3 * z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 29 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 8 + (1 + 0 + (1 + z1 + z2)) * (1 + 0 + (1 + z1 + z2)) + 4 * (1 + 0 + (1 + z1 + z2)), s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 40 + 12*z0' + 2*z0'*z2 + z0'^2 + 12*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 8 + (1 + (1 + z0') + (1 + 0 + z2)) * (1 + (1 + z0') + (1 + 0 + z2)) + 4 * (1 + (1 + z0') + (1 + 0 + z2)), s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 54 + 14*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 15*z1' + 2*z1'*z2 + z1'^2 + 14*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 8 + (1 + (1 + z0'') + (1 + (1 + z1') + z2)) * (1 + (1 + z0'') + (1 + (1 + z1') + z2)) + 4 * (1 + (1 + z0'') + (1 + (1 + z1') + z2)), s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 29 + 10*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s35 + s16 :|: s35 >= 0, s35 <= 8 + (1 + z0 + (1 + z1 + z2)) * (1 + z0 + (1 + z1 + z2)) + 4 * (1 + z0 + (1 + z1 + z2)), s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s20 + s' :|: s20 >= 0, s20 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z01 + 2*z01*z3 + z01^2 + 11*z3 + z3^2 }-> 1 + s21 + s'' :|: s21 >= 0, s21 <= 7 * (1 + (1 + z01) + z3) + (1 + (1 + z01) + z3) * (1 + (1 + z01) + z3) + 7, s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s22 + s1 :|: s22 >= 0, s22 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z1'' + 2*z1''*z3 + z1''^2 + 11*z3 + z3^2 }-> 1 + s23 + s2 :|: s23 >= 0, s23 <= 7 * (1 + (1 + z1'') + z3) + (1 + (1 + z1'') + z3) * (1 + (1 + z1'') + z3) + 7, s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 26 + 10*z2 + 2*z2*z3 + z2^2 + 9*z3 + z3^2 }-> 1 + s24 + s3 :|: s24 >= 0, s24 <= 7 * (1 + z2 + z3) + (1 + z2 + z3) * (1 + z2 + z3) + 7, s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 300 + 171*z0 + 52*z0*z1 + 26*z0^2 + 171*z1 + 26*z1^2 }-> 1 + s38 :|: s38 >= 0, s38 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 312 }-> 1 + SORT(s64) + s26 + s39 :|: s64 >= 0, s64 <= 0 + 0, s39 >= 0, s39 <= 99 * (1 + 0 + 0) + 26 * ((1 + 0 + 0) * (1 + 0 + 0)) + 115, s26 >= 0, s26 <= 7 * 0 + 6 + 0 * 0, z = 1 + 0 + 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(s65) + s27 + s40 :|: s65 >= 0, s65 <= 1 + (z - 2) + 0, s40 >= 0, s40 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s27 >= 0, s27 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(s66) + s28 + s41 :|: s66 >= 0, s66 <= 1 + (z - 2) + 0, s41 >= 0, s41 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s28 >= 0, s28 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 517 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + SORT(s67) + s49 + s42 :|: s67 >= 0, s67 <= z0 + (1 + z11 + z2'), s47 >= 0, s47 <= 1 + z0 + (1 + z11 + z2'), s48 >= 0, s48 <= 1 + z0 + (1 + z11 + z2'), s49 >= 0, s49 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s42 >= 0, s42 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 517 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + SORT(s68) + s29 + s43 :|: s68 >= 0, s68 <= z0 + (1 + z11 + z2'), s50 >= 0, s50 <= 1 + z0 + (1 + z11 + z2'), s43 >= 0, s43 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s29 >= 0, s29 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 167 + 119*z + 26*z^2 }-> 1 + SORT(s69) + s30 + s44 :|: s69 >= 0, s69 <= 1 + (z - 2) + 0, s44 >= 0, s44 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s30 >= 0, s30 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 517 + 223*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 232*z12 + 54*z12*z2'' + 27*z12^2 + 232*z2'' + 27*z2''^2 }-> 1 + SORT(s70) + s52 + s45 :|: s70 >= 0, s70 <= z0 + (1 + z12 + z2''), s51 >= 0, s51 <= 1 + z0 + (1 + z12 + z2''), s52 >= 0, s52 <= 7 * (1 + z12 + z2'') + 6 + (1 + z12 + z2'') * (1 + z12 + z2''), s45 >= 0, s45 <= 99 * (1 + z0 + (1 + z12 + z2'')) + 26 * ((1 + z0 + (1 + z12 + z2'')) * (1 + z0 + (1 + z12 + z2''))) + 115, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 312 + 171*z0 + 52*z0*z1 + 26*z0^2 + 178*z1 + 27*z1^2 }-> 1 + SORT(s71) + s31 + s46 :|: s71 >= 0, s71 <= z0 + z1, s46 >= 0, s46 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, s31 >= 0, s31 <= 7 * z1 + 6 + z1 * z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> s57 :|: s57 >= 0, s57 <= 1 + z0 + z2, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> s58 :|: s58 >= 0, s58 <= 1 + z1 + z2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + s77 :|: s77 >= 0, s77 <= z'' + z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> s53 :|: s53 >= 0, s53 <= 1 + 0 + (1 + z1 + z2), z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> s54 :|: s54 >= 0, s54 <= 1 + (1 + z06) + (1 + 0 + z2), z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> s55 :|: s55 >= 0, s55 <= 1 + (1 + z07) + (1 + (1 + z13) + z2), s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> s56 :|: s56 >= 0, s56 <= 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> s72 :|: s72 >= 0, s72 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s73 :|: s73 >= 0, s73 <= z' + (1 + (1 + z08) + z3), z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> s74 :|: s74 >= 0, s74 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s75 :|: s75 >= 0, s75 <= z' + (1 + (1 + z14) + z3), s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> s76 :|: s76 >= 0, s76 <= z' + (1 + z2 + z3), z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + s59 + sort(s78) :|: s78 >= 0, s78 <= 0 + 0, s59 >= 0, s59 <= 1 + 0 + 0, z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + s60 + sort(s79) :|: s79 >= 0, s79 <= 1 + (z - 2) + 0, s60 >= 0, s60 <= 1 + (1 + (z - 2)) + 0, z - 2 >= 0 sort(z) -{ 0 }-> 1 + s61 + sort(s80) :|: s80 >= 0, s80 <= z0 + (1 + z15 + z21), s61 >= 0, s61 <= 1 + z0 + (1 + z15 + z21), s62 >= 0, s62 <= 1 + z0 + (1 + z15 + z21), s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + s63 + sort(s81) :|: s81 >= 0, s81 <= z0 + z1, s63 >= 0, s63 <= 1 + z0 + z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 Function symbols to be analyzed: {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [12 + 7*z'' + z''^2], size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: O(n^2) [14 + 7*z4 + z4^2], size: O(n^2) [7 + 7*z4 + z4^2] IF_MIN: runtime: O(n^2) [10 + 6*z' + z'^2], size: O(n^2) [8 + 4*z' + z'^2] MIN: runtime: O(n^2) [154 + 119*z + 26*z^2], size: O(n^2) [115 + 99*z + 26*z^2] min: runtime: O(1) [0], size: O(n^1) [z] if_min: runtime: O(1) [0], size: O(n^1) [z'] replace: runtime: O(1) [0], size: O(n^1) [z' + z''] if_replace: runtime: O(1) [0], size: O(n^1) [z'' + z4] SORT: runtime: O(n^3) [301 + 3018*z + 2871*z^2 + 897*z^3], size: INF ---------------------------------------- (71) ResultPropagationProof (UPPER BOUND(ID)) Applied inner abstraction using the recently inferred runtime/size bounds where possible. ---------------------------------------- (72) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 300 + 171*z0 + 52*z0*z2 + 26*z0^2 + 171*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 99 * (1 + z0 + z2) + 26 * ((1 + z0 + z2) * (1 + z0 + z2)) + 115, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 300 + 171*z1 + 52*z1*z2 + 26*z1^2 + 171*z2 + 26*z2^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 99 * (1 + z1 + z2) + 26 * ((1 + z1 + z2) * (1 + z1 + z2)) + 115, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 13 + 7*z3 + z3^2 }-> 1 + s25 :|: s25 >= 0, s25 <= 7 * z3 + 6 + z3 * z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 29 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 8 + (1 + 0 + (1 + z1 + z2)) * (1 + 0 + (1 + z1 + z2)) + 4 * (1 + 0 + (1 + z1 + z2)), s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 40 + 12*z0' + 2*z0'*z2 + z0'^2 + 12*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 8 + (1 + (1 + z0') + (1 + 0 + z2)) * (1 + (1 + z0') + (1 + 0 + z2)) + 4 * (1 + (1 + z0') + (1 + 0 + z2)), s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 54 + 14*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 15*z1' + 2*z1'*z2 + z1'^2 + 14*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 8 + (1 + (1 + z0'') + (1 + (1 + z1') + z2)) * (1 + (1 + z0'') + (1 + (1 + z1') + z2)) + 4 * (1 + (1 + z0'') + (1 + (1 + z1') + z2)), s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 29 + 10*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s35 + s16 :|: s35 >= 0, s35 <= 8 + (1 + z0 + (1 + z1 + z2)) * (1 + z0 + (1 + z1 + z2)) + 4 * (1 + z0 + (1 + z1 + z2)), s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s20 + s' :|: s20 >= 0, s20 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z01 + 2*z01*z3 + z01^2 + 11*z3 + z3^2 }-> 1 + s21 + s'' :|: s21 >= 0, s21 <= 7 * (1 + (1 + z01) + z3) + (1 + (1 + z01) + z3) * (1 + (1 + z01) + z3) + 7, s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s22 + s1 :|: s22 >= 0, s22 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z1'' + 2*z1''*z3 + z1''^2 + 11*z3 + z3^2 }-> 1 + s23 + s2 :|: s23 >= 0, s23 <= 7 * (1 + (1 + z1'') + z3) + (1 + (1 + z1'') + z3) * (1 + (1 + z1'') + z3) + 7, s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 26 + 10*z2 + 2*z2*z3 + z2^2 + 9*z3 + z3^2 }-> 1 + s24 + s3 :|: s24 >= 0, s24 <= 7 * (1 + z2 + z3) + (1 + z2 + z3) * (1 + z2 + z3) + 7, s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 300 + 171*z0 + 52*z0*z1 + 26*z0^2 + 171*z1 + 26*z1^2 }-> 1 + s38 :|: s38 >= 0, s38 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 613 + 3018*s64 + 2871*s64^2 + 897*s64^3 }-> 1 + s82 + s26 + s39 :|: s82 >= 0, s82 <= inf, s64 >= 0, s64 <= 0 + 0, s39 >= 0, s39 <= 99 * (1 + 0 + 0) + 26 * ((1 + 0 + 0) * (1 + 0 + 0)) + 115, s26 >= 0, s26 <= 7 * 0 + 6 + 0 * 0, z = 1 + 0 + 0 SORT(z) -{ 468 + 3018*s65 + 2871*s65^2 + 897*s65^3 + 119*z + 26*z^2 }-> 1 + s83 + s27 + s40 :|: s83 >= 0, s83 <= inf', s65 >= 0, s65 <= 1 + (z - 2) + 0, s40 >= 0, s40 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s27 >= 0, s27 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 468 + 3018*s66 + 2871*s66^2 + 897*s66^3 + 119*z + 26*z^2 }-> 1 + s84 + s28 + s41 :|: s84 >= 0, s84 <= inf'', s66 >= 0, s66 <= 1 + (z - 2) + 0, s41 >= 0, s41 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s28 >= 0, s28 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 818 + 3018*s67 + 2871*s67^2 + 897*s67^3 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + s85 + s49 + s42 :|: s85 >= 0, s85 <= inf1, s67 >= 0, s67 <= z0 + (1 + z11 + z2'), s47 >= 0, s47 <= 1 + z0 + (1 + z11 + z2'), s48 >= 0, s48 <= 1 + z0 + (1 + z11 + z2'), s49 >= 0, s49 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s42 >= 0, s42 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 818 + 3018*s68 + 2871*s68^2 + 897*s68^3 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + s86 + s29 + s43 :|: s86 >= 0, s86 <= inf2, s68 >= 0, s68 <= z0 + (1 + z11 + z2'), s50 >= 0, s50 <= 1 + z0 + (1 + z11 + z2'), s43 >= 0, s43 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s29 >= 0, s29 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 468 + 3018*s69 + 2871*s69^2 + 897*s69^3 + 119*z + 26*z^2 }-> 1 + s87 + s30 + s44 :|: s87 >= 0, s87 <= inf3, s69 >= 0, s69 <= 1 + (z - 2) + 0, s44 >= 0, s44 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s30 >= 0, s30 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 818 + 3018*s70 + 2871*s70^2 + 897*s70^3 + 223*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 232*z12 + 54*z12*z2'' + 27*z12^2 + 232*z2'' + 27*z2''^2 }-> 1 + s88 + s52 + s45 :|: s88 >= 0, s88 <= inf4, s70 >= 0, s70 <= z0 + (1 + z12 + z2''), s51 >= 0, s51 <= 1 + z0 + (1 + z12 + z2''), s52 >= 0, s52 <= 7 * (1 + z12 + z2'') + 6 + (1 + z12 + z2'') * (1 + z12 + z2''), s45 >= 0, s45 <= 99 * (1 + z0 + (1 + z12 + z2'')) + 26 * ((1 + z0 + (1 + z12 + z2'')) * (1 + z0 + (1 + z12 + z2''))) + 115, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 613 + 3018*s71 + 2871*s71^2 + 897*s71^3 + 171*z0 + 52*z0*z1 + 26*z0^2 + 178*z1 + 27*z1^2 }-> 1 + s89 + s31 + s46 :|: s89 >= 0, s89 <= inf5, s71 >= 0, s71 <= z0 + z1, s46 >= 0, s46 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, s31 >= 0, s31 <= 7 * z1 + 6 + z1 * z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> s57 :|: s57 >= 0, s57 <= 1 + z0 + z2, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> s58 :|: s58 >= 0, s58 <= 1 + z1 + z2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + s77 :|: s77 >= 0, s77 <= z'' + z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> s53 :|: s53 >= 0, s53 <= 1 + 0 + (1 + z1 + z2), z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> s54 :|: s54 >= 0, s54 <= 1 + (1 + z06) + (1 + 0 + z2), z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> s55 :|: s55 >= 0, s55 <= 1 + (1 + z07) + (1 + (1 + z13) + z2), s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> s56 :|: s56 >= 0, s56 <= 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> s72 :|: s72 >= 0, s72 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s73 :|: s73 >= 0, s73 <= z' + (1 + (1 + z08) + z3), z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> s74 :|: s74 >= 0, s74 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s75 :|: s75 >= 0, s75 <= z' + (1 + (1 + z14) + z3), s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> s76 :|: s76 >= 0, s76 <= z' + (1 + z2 + z3), z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + s59 + sort(s78) :|: s78 >= 0, s78 <= 0 + 0, s59 >= 0, s59 <= 1 + 0 + 0, z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + s60 + sort(s79) :|: s79 >= 0, s79 <= 1 + (z - 2) + 0, s60 >= 0, s60 <= 1 + (1 + (z - 2)) + 0, z - 2 >= 0 sort(z) -{ 0 }-> 1 + s61 + sort(s80) :|: s80 >= 0, s80 <= z0 + (1 + z15 + z21), s61 >= 0, s61 <= 1 + z0 + (1 + z15 + z21), s62 >= 0, s62 <= 1 + z0 + (1 + z15 + z21), s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + s63 + sort(s81) :|: s81 >= 0, s81 <= z0 + z1, s63 >= 0, s63 <= 1 + z0 + z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 Function symbols to be analyzed: {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [12 + 7*z'' + z''^2], size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: O(n^2) [14 + 7*z4 + z4^2], size: O(n^2) [7 + 7*z4 + z4^2] IF_MIN: runtime: O(n^2) [10 + 6*z' + z'^2], size: O(n^2) [8 + 4*z' + z'^2] MIN: runtime: O(n^2) [154 + 119*z + 26*z^2], size: O(n^2) [115 + 99*z + 26*z^2] min: runtime: O(1) [0], size: O(n^1) [z] if_min: runtime: O(1) [0], size: O(n^1) [z'] replace: runtime: O(1) [0], size: O(n^1) [z' + z''] if_replace: runtime: O(1) [0], size: O(n^1) [z'' + z4] SORT: runtime: O(n^3) [301 + 3018*z + 2871*z^2 + 897*z^3], size: INF ---------------------------------------- (73) IntTrsBoundProof (UPPER BOUND(ID)) Computed SIZE bound using CoFloCo for: sort after applying outer abstraction to obtain an ITS, resulting in: O(n^2) with polynomial bound: z + z^2 ---------------------------------------- (74) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 300 + 171*z0 + 52*z0*z2 + 26*z0^2 + 171*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 99 * (1 + z0 + z2) + 26 * ((1 + z0 + z2) * (1 + z0 + z2)) + 115, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 300 + 171*z1 + 52*z1*z2 + 26*z1^2 + 171*z2 + 26*z2^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 99 * (1 + z1 + z2) + 26 * ((1 + z1 + z2) * (1 + z1 + z2)) + 115, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 13 + 7*z3 + z3^2 }-> 1 + s25 :|: s25 >= 0, s25 <= 7 * z3 + 6 + z3 * z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 29 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 8 + (1 + 0 + (1 + z1 + z2)) * (1 + 0 + (1 + z1 + z2)) + 4 * (1 + 0 + (1 + z1 + z2)), s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 40 + 12*z0' + 2*z0'*z2 + z0'^2 + 12*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 8 + (1 + (1 + z0') + (1 + 0 + z2)) * (1 + (1 + z0') + (1 + 0 + z2)) + 4 * (1 + (1 + z0') + (1 + 0 + z2)), s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 54 + 14*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 15*z1' + 2*z1'*z2 + z1'^2 + 14*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 8 + (1 + (1 + z0'') + (1 + (1 + z1') + z2)) * (1 + (1 + z0'') + (1 + (1 + z1') + z2)) + 4 * (1 + (1 + z0'') + (1 + (1 + z1') + z2)), s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 29 + 10*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s35 + s16 :|: s35 >= 0, s35 <= 8 + (1 + z0 + (1 + z1 + z2)) * (1 + z0 + (1 + z1 + z2)) + 4 * (1 + z0 + (1 + z1 + z2)), s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s20 + s' :|: s20 >= 0, s20 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z01 + 2*z01*z3 + z01^2 + 11*z3 + z3^2 }-> 1 + s21 + s'' :|: s21 >= 0, s21 <= 7 * (1 + (1 + z01) + z3) + (1 + (1 + z01) + z3) * (1 + (1 + z01) + z3) + 7, s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s22 + s1 :|: s22 >= 0, s22 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z1'' + 2*z1''*z3 + z1''^2 + 11*z3 + z3^2 }-> 1 + s23 + s2 :|: s23 >= 0, s23 <= 7 * (1 + (1 + z1'') + z3) + (1 + (1 + z1'') + z3) * (1 + (1 + z1'') + z3) + 7, s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 26 + 10*z2 + 2*z2*z3 + z2^2 + 9*z3 + z3^2 }-> 1 + s24 + s3 :|: s24 >= 0, s24 <= 7 * (1 + z2 + z3) + (1 + z2 + z3) * (1 + z2 + z3) + 7, s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 300 + 171*z0 + 52*z0*z1 + 26*z0^2 + 171*z1 + 26*z1^2 }-> 1 + s38 :|: s38 >= 0, s38 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 613 + 3018*s64 + 2871*s64^2 + 897*s64^3 }-> 1 + s82 + s26 + s39 :|: s82 >= 0, s82 <= inf, s64 >= 0, s64 <= 0 + 0, s39 >= 0, s39 <= 99 * (1 + 0 + 0) + 26 * ((1 + 0 + 0) * (1 + 0 + 0)) + 115, s26 >= 0, s26 <= 7 * 0 + 6 + 0 * 0, z = 1 + 0 + 0 SORT(z) -{ 468 + 3018*s65 + 2871*s65^2 + 897*s65^3 + 119*z + 26*z^2 }-> 1 + s83 + s27 + s40 :|: s83 >= 0, s83 <= inf', s65 >= 0, s65 <= 1 + (z - 2) + 0, s40 >= 0, s40 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s27 >= 0, s27 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 468 + 3018*s66 + 2871*s66^2 + 897*s66^3 + 119*z + 26*z^2 }-> 1 + s84 + s28 + s41 :|: s84 >= 0, s84 <= inf'', s66 >= 0, s66 <= 1 + (z - 2) + 0, s41 >= 0, s41 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s28 >= 0, s28 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 818 + 3018*s67 + 2871*s67^2 + 897*s67^3 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + s85 + s49 + s42 :|: s85 >= 0, s85 <= inf1, s67 >= 0, s67 <= z0 + (1 + z11 + z2'), s47 >= 0, s47 <= 1 + z0 + (1 + z11 + z2'), s48 >= 0, s48 <= 1 + z0 + (1 + z11 + z2'), s49 >= 0, s49 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s42 >= 0, s42 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 818 + 3018*s68 + 2871*s68^2 + 897*s68^3 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + s86 + s29 + s43 :|: s86 >= 0, s86 <= inf2, s68 >= 0, s68 <= z0 + (1 + z11 + z2'), s50 >= 0, s50 <= 1 + z0 + (1 + z11 + z2'), s43 >= 0, s43 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s29 >= 0, s29 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 468 + 3018*s69 + 2871*s69^2 + 897*s69^3 + 119*z + 26*z^2 }-> 1 + s87 + s30 + s44 :|: s87 >= 0, s87 <= inf3, s69 >= 0, s69 <= 1 + (z - 2) + 0, s44 >= 0, s44 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s30 >= 0, s30 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 818 + 3018*s70 + 2871*s70^2 + 897*s70^3 + 223*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 232*z12 + 54*z12*z2'' + 27*z12^2 + 232*z2'' + 27*z2''^2 }-> 1 + s88 + s52 + s45 :|: s88 >= 0, s88 <= inf4, s70 >= 0, s70 <= z0 + (1 + z12 + z2''), s51 >= 0, s51 <= 1 + z0 + (1 + z12 + z2''), s52 >= 0, s52 <= 7 * (1 + z12 + z2'') + 6 + (1 + z12 + z2'') * (1 + z12 + z2''), s45 >= 0, s45 <= 99 * (1 + z0 + (1 + z12 + z2'')) + 26 * ((1 + z0 + (1 + z12 + z2'')) * (1 + z0 + (1 + z12 + z2''))) + 115, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 613 + 3018*s71 + 2871*s71^2 + 897*s71^3 + 171*z0 + 52*z0*z1 + 26*z0^2 + 178*z1 + 27*z1^2 }-> 1 + s89 + s31 + s46 :|: s89 >= 0, s89 <= inf5, s71 >= 0, s71 <= z0 + z1, s46 >= 0, s46 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, s31 >= 0, s31 <= 7 * z1 + 6 + z1 * z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> s57 :|: s57 >= 0, s57 <= 1 + z0 + z2, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> s58 :|: s58 >= 0, s58 <= 1 + z1 + z2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + s77 :|: s77 >= 0, s77 <= z'' + z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> s53 :|: s53 >= 0, s53 <= 1 + 0 + (1 + z1 + z2), z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> s54 :|: s54 >= 0, s54 <= 1 + (1 + z06) + (1 + 0 + z2), z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> s55 :|: s55 >= 0, s55 <= 1 + (1 + z07) + (1 + (1 + z13) + z2), s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> s56 :|: s56 >= 0, s56 <= 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> s72 :|: s72 >= 0, s72 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s73 :|: s73 >= 0, s73 <= z' + (1 + (1 + z08) + z3), z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> s74 :|: s74 >= 0, s74 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s75 :|: s75 >= 0, s75 <= z' + (1 + (1 + z14) + z3), s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> s76 :|: s76 >= 0, s76 <= z' + (1 + z2 + z3), z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + s59 + sort(s78) :|: s78 >= 0, s78 <= 0 + 0, s59 >= 0, s59 <= 1 + 0 + 0, z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + s60 + sort(s79) :|: s79 >= 0, s79 <= 1 + (z - 2) + 0, s60 >= 0, s60 <= 1 + (1 + (z - 2)) + 0, z - 2 >= 0 sort(z) -{ 0 }-> 1 + s61 + sort(s80) :|: s80 >= 0, s80 <= z0 + (1 + z15 + z21), s61 >= 0, s61 <= 1 + z0 + (1 + z15 + z21), s62 >= 0, s62 <= 1 + z0 + (1 + z15 + z21), s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + s63 + sort(s81) :|: s81 >= 0, s81 <= z0 + z1, s63 >= 0, s63 <= 1 + z0 + z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 Function symbols to be analyzed: {sort} Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [12 + 7*z'' + z''^2], size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: O(n^2) [14 + 7*z4 + z4^2], size: O(n^2) [7 + 7*z4 + z4^2] IF_MIN: runtime: O(n^2) [10 + 6*z' + z'^2], size: O(n^2) [8 + 4*z' + z'^2] MIN: runtime: O(n^2) [154 + 119*z + 26*z^2], size: O(n^2) [115 + 99*z + 26*z^2] min: runtime: O(1) [0], size: O(n^1) [z] if_min: runtime: O(1) [0], size: O(n^1) [z'] replace: runtime: O(1) [0], size: O(n^1) [z' + z''] if_replace: runtime: O(1) [0], size: O(n^1) [z'' + z4] SORT: runtime: O(n^3) [301 + 3018*z + 2871*z^2 + 897*z^3], size: INF sort: runtime: ?, size: O(n^2) [z + z^2] ---------------------------------------- (75) IntTrsBoundProof (UPPER BOUND(ID)) Computed RUNTIME bound using CoFloCo for: sort after applying outer abstraction to obtain an ITS, resulting in: O(1) with polynomial bound: 0 ---------------------------------------- (76) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ 1 }-> 2 :|: z - 1 >= 0, z' = 0 EQ(z, z') -{ 1 }-> 1 :|: z' - 1 >= 0, z = 0 EQ(z, z') -{ 1 }-> 0 :|: z = 0, z' = 0 EQ(z, z') -{ 3 + z' }-> 1 + s :|: s >= 0, s <= z' - 1 + 2, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 300 + 171*z0 + 52*z0*z2 + 26*z0^2 + 171*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 99 * (1 + z0 + z2) + 26 * ((1 + z0 + z2) * (1 + z0 + z2)) + 115, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 300 + 171*z1 + 52*z1*z2 + 26*z1^2 + 171*z2 + 26*z2^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 99 * (1 + z1 + z2) + 26 * ((1 + z1 + z2) * (1 + z1 + z2)) + 115, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 1 }-> 0 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 IF_REPLACE(z, z', z'', z4) -{ 13 + 7*z3 + z3^2 }-> 1 + s25 :|: s25 >= 0, s25 <= 7 * z3 + 6 + z3 * z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 :|: z - 1 >= 0, z' = 0 LE(z, z') -{ 1 }-> 0 :|: z' >= 0, z = 0 LE(z, z') -{ 2 + z' }-> 1 + s12 :|: s12 >= 0, s12 <= z' - 1 + 1, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 1 }-> 1 :|: z - 2 >= 0 MIN(z) -{ 1 }-> 0 :|: z = 1 + 0 + 0 MIN(z) -{ 29 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 8 + (1 + 0 + (1 + z1 + z2)) * (1 + 0 + (1 + z1 + z2)) + 4 * (1 + 0 + (1 + z1 + z2)), s13 >= 0, s13 <= z1 + 1, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 40 + 12*z0' + 2*z0'*z2 + z0'^2 + 12*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 8 + (1 + (1 + z0') + (1 + 0 + z2)) * (1 + (1 + z0') + (1 + 0 + z2)) + 4 * (1 + (1 + z0') + (1 + 0 + z2)), s14 >= 0, s14 <= 0 + 1, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 54 + 14*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 15*z1' + 2*z1'*z2 + z1'^2 + 14*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 8 + (1 + (1 + z0'') + (1 + (1 + z1') + z2)) * (1 + (1 + z0'') + (1 + (1 + z1') + z2)) + 4 * (1 + (1 + z0'') + (1 + (1 + z1') + z2)), s15 >= 0, s15 <= 1 + z1' + 1, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 29 + 10*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 11*z1 + 2*z1*z2 + z1^2 + 10*z2 + z2^2 }-> 1 + s35 + s16 :|: s35 >= 0, s35 <= 8 + (1 + z0 + (1 + z1 + z2)) * (1 + z0 + (1 + z1 + z2)) + 4 * (1 + z0 + (1 + z1 + z2)), s16 >= 0, s16 <= z1 + 1, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 1 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s20 + s' :|: s20 >= 0, s20 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s' >= 0, s' <= 0 + 2, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z01 + 2*z01*z3 + z01^2 + 11*z3 + z3^2 }-> 1 + s21 + s'' :|: s21 >= 0, s21 <= 7 * (1 + (1 + z01) + z3) + (1 + (1 + z01) + z3) * (1 + (1 + z01) + z3) + 7, s'' >= 0, s'' <= 1 + z01 + 2, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 18 + 7*z'' + z''^2 }-> 1 + s22 + s1 :|: s22 >= 0, s22 <= 7 * (1 + 0 + (z'' - 1)) + (1 + 0 + (z'' - 1)) * (1 + 0 + (z'' - 1)) + 7, s1 >= 0, s1 <= 0 + 2, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 37 + 12*z1'' + 2*z1''*z3 + z1''^2 + 11*z3 + z3^2 }-> 1 + s23 + s2 :|: s23 >= 0, s23 <= 7 * (1 + (1 + z1'') + z3) + (1 + (1 + z1'') + z3) * (1 + (1 + z1'') + z3) + 7, s17 >= 0, s17 <= 2, s2 >= 0, s2 <= 1 + z1'' + 2, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 26 + 10*z2 + 2*z2*z3 + z2^2 + 9*z3 + z3^2 }-> 1 + s24 + s3 :|: s24 >= 0, s24 <= 7 * (1 + z2 + z3) + (1 + z2 + z3) * (1 + z2 + z3) + 7, s3 >= 0, s3 <= z2 + 2, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 1 }-> 0 :|: z = 0 SORT(z) -{ 300 + 171*z0 + 52*z0*z1 + 26*z0^2 + 171*z1 + 26*z1^2 }-> 1 + s38 :|: s38 >= 0, s38 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 613 + 3018*s64 + 2871*s64^2 + 897*s64^3 }-> 1 + s82 + s26 + s39 :|: s82 >= 0, s82 <= inf, s64 >= 0, s64 <= 0 + 0, s39 >= 0, s39 <= 99 * (1 + 0 + 0) + 26 * ((1 + 0 + 0) * (1 + 0 + 0)) + 115, s26 >= 0, s26 <= 7 * 0 + 6 + 0 * 0, z = 1 + 0 + 0 SORT(z) -{ 468 + 3018*s65 + 2871*s65^2 + 897*s65^3 + 119*z + 26*z^2 }-> 1 + s83 + s27 + s40 :|: s83 >= 0, s83 <= inf', s65 >= 0, s65 <= 1 + (z - 2) + 0, s40 >= 0, s40 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s27 >= 0, s27 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 468 + 3018*s66 + 2871*s66^2 + 897*s66^3 + 119*z + 26*z^2 }-> 1 + s84 + s28 + s41 :|: s84 >= 0, s84 <= inf'', s66 >= 0, s66 <= 1 + (z - 2) + 0, s41 >= 0, s41 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s28 >= 0, s28 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 818 + 3018*s67 + 2871*s67^2 + 897*s67^3 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + s85 + s49 + s42 :|: s85 >= 0, s85 <= inf1, s67 >= 0, s67 <= z0 + (1 + z11 + z2'), s47 >= 0, s47 <= 1 + z0 + (1 + z11 + z2'), s48 >= 0, s48 <= 1 + z0 + (1 + z11 + z2'), s49 >= 0, s49 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s42 >= 0, s42 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 818 + 3018*s68 + 2871*s68^2 + 897*s68^3 + 223*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 232*z11 + 54*z11*z2' + 27*z11^2 + 232*z2' + 27*z2'^2 }-> 1 + s86 + s29 + s43 :|: s86 >= 0, s86 <= inf2, s68 >= 0, s68 <= z0 + (1 + z11 + z2'), s50 >= 0, s50 <= 1 + z0 + (1 + z11 + z2'), s43 >= 0, s43 <= 99 * (1 + z0 + (1 + z11 + z2')) + 26 * ((1 + z0 + (1 + z11 + z2')) * (1 + z0 + (1 + z11 + z2'))) + 115, s29 >= 0, s29 <= 7 * (1 + z11 + z2') + 6 + (1 + z11 + z2') * (1 + z11 + z2'), s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 468 + 3018*s69 + 2871*s69^2 + 897*s69^3 + 119*z + 26*z^2 }-> 1 + s87 + s30 + s44 :|: s87 >= 0, s87 <= inf3, s69 >= 0, s69 <= 1 + (z - 2) + 0, s44 >= 0, s44 <= 99 * (1 + (1 + (z - 2)) + 0) + 26 * ((1 + (1 + (z - 2)) + 0) * (1 + (1 + (z - 2)) + 0)) + 115, s30 >= 0, s30 <= 7 * 0 + 6 + 0 * 0, z - 2 >= 0 SORT(z) -{ 818 + 3018*s70 + 2871*s70^2 + 897*s70^3 + 223*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 232*z12 + 54*z12*z2'' + 27*z12^2 + 232*z2'' + 27*z2''^2 }-> 1 + s88 + s52 + s45 :|: s88 >= 0, s88 <= inf4, s70 >= 0, s70 <= z0 + (1 + z12 + z2''), s51 >= 0, s51 <= 1 + z0 + (1 + z12 + z2''), s52 >= 0, s52 <= 7 * (1 + z12 + z2'') + 6 + (1 + z12 + z2'') * (1 + z12 + z2''), s45 >= 0, s45 <= 99 * (1 + z0 + (1 + z12 + z2'')) + 26 * ((1 + z0 + (1 + z12 + z2'')) * (1 + z0 + (1 + z12 + z2''))) + 115, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 613 + 3018*s71 + 2871*s71^2 + 897*s71^3 + 171*z0 + 52*z0*z1 + 26*z0^2 + 178*z1 + 27*z1^2 }-> 1 + s89 + s31 + s46 :|: s89 >= 0, s89 <= inf5, s71 >= 0, s71 <= z0 + z1, s46 >= 0, s46 <= 99 * (1 + z0 + z1) + 26 * ((1 + z0 + z1) * (1 + z0 + z1)) + 115, s31 >= 0, s31 <= 7 * z1 + 6 + z1 * z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 eq(z, z') -{ 0 }-> s18 :|: s18 >= 0, s18 <= 2, z' - 1 >= 0, z - 1 >= 0 eq(z, z') -{ 0 }-> 2 :|: z = 0, z' = 0 eq(z, z') -{ 0 }-> 1 :|: z' - 1 >= 0, z = 0 eq(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 eq(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_min(z, z') -{ 0 }-> s57 :|: s57 >= 0, s57 <= 1 + z0 + z2, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> s58 :|: s58 >= 0, s58 <= 1 + z1 + z2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0, z4 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z'' + z3 :|: z = 2, z'' >= 0, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 if_replace(z, z', z'', z4) -{ 0 }-> 1 + z2 + s77 :|: s77 >= 0, s77 <= z'' + z3, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 le(z, z') -{ 0 }-> s9 :|: s9 >= 0, s9 <= 2, z' - 1 >= 0, z - 1 >= 0 le(z, z') -{ 0 }-> 2 :|: z' >= 0, z = 0 le(z, z') -{ 0 }-> 1 :|: z - 1 >= 0, z' = 0 le(z, z') -{ 0 }-> 0 :|: z >= 0, z' >= 0 min(z) -{ 0 }-> s53 :|: s53 >= 0, s53 <= 1 + 0 + (1 + z1 + z2), z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> s54 :|: s54 >= 0, s54 <= 1 + (1 + z06) + (1 + 0 + z2), z = 1 + (1 + z06) + (1 + 0 + z2), z06 >= 0, z2 >= 0 min(z) -{ 0 }-> s55 :|: s55 >= 0, s55 <= 1 + (1 + z07) + (1 + (1 + z13) + z2), s10 >= 0, s10 <= 2, z07 >= 0, z = 1 + (1 + z07) + (1 + (1 + z13) + z2), z13 >= 0, z2 >= 0 min(z) -{ 0 }-> s56 :|: s56 >= 0, s56 <= 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 min(z) -{ 0 }-> 0 :|: z = 1 + 0 + 0 min(z) -{ 0 }-> 0 :|: z >= 0 min(z) -{ 0 }-> 1 + (z - 2) :|: z - 2 >= 0 replace(z, z', z'') -{ 0 }-> s72 :|: s72 >= 0, s72 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s73 :|: s73 >= 0, s73 <= z' + (1 + (1 + z08) + z3), z08 >= 0, z' >= 0, z = 0, z'' = 1 + (1 + z08) + z3, z3 >= 0 replace(z, z', z'') -{ 0 }-> s74 :|: s74 >= 0, s74 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s75 :|: s75 >= 0, s75 <= z' + (1 + (1 + z14) + z3), s19 >= 0, s19 <= 2, z' >= 0, z'' = 1 + (1 + z14) + z3, z - 1 >= 0, z14 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> s76 :|: s76 >= 0, s76 <= z' + (1 + z2 + z3), z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z'' = 0, z' >= 0, z >= 0 replace(z, z', z'') -{ 0 }-> 0 :|: z >= 0, z' >= 0, z'' >= 0 sort(z) -{ 0 }-> 0 :|: z = 0 sort(z) -{ 0 }-> 0 :|: z >= 0 sort(z) -{ 0 }-> 1 + s59 + sort(s78) :|: s78 >= 0, s78 <= 0 + 0, s59 >= 0, s59 <= 1 + 0 + 0, z = 1 + 0 + 0 sort(z) -{ 0 }-> 1 + s60 + sort(s79) :|: s79 >= 0, s79 <= 1 + (z - 2) + 0, s60 >= 0, s60 <= 1 + (1 + (z - 2)) + 0, z - 2 >= 0 sort(z) -{ 0 }-> 1 + s61 + sort(s80) :|: s80 >= 0, s80 <= z0 + (1 + z15 + z21), s61 >= 0, s61 <= 1 + z0 + (1 + z15 + z21), s62 >= 0, s62 <= 1 + z0 + (1 + z15 + z21), s11 >= 0, s11 <= 2, z = 1 + z0 + (1 + z15 + z21), z21 >= 0, z15 >= 0, z0 >= 0 sort(z) -{ 0 }-> 1 + s63 + sort(s81) :|: s81 >= 0, s81 <= z0 + z1, s63 >= 0, s63 <= 1 + z0 + z1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 Function symbols to be analyzed: Previous analysis results are: EQ: runtime: O(n^1) [3 + z'], size: O(n^1) [2 + z'] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [2 + z'], size: O(n^1) [1 + z'] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [12 + 7*z'' + z''^2], size: O(n^2) [6 + 7*z'' + z''^2] IF_REPLACE: runtime: O(n^2) [14 + 7*z4 + z4^2], size: O(n^2) [7 + 7*z4 + z4^2] IF_MIN: runtime: O(n^2) [10 + 6*z' + z'^2], size: O(n^2) [8 + 4*z' + z'^2] MIN: runtime: O(n^2) [154 + 119*z + 26*z^2], size: O(n^2) [115 + 99*z + 26*z^2] min: runtime: O(1) [0], size: O(n^1) [z] if_min: runtime: O(1) [0], size: O(n^1) [z'] replace: runtime: O(1) [0], size: O(n^1) [z' + z''] if_replace: runtime: O(1) [0], size: O(n^1) [z'' + z4] SORT: runtime: O(n^3) [301 + 3018*z + 2871*z^2 + 897*z^3], size: INF sort: runtime: O(1) [0], size: O(n^2) [z + z^2] ---------------------------------------- (77) FinalProof (FINISHED) Computed overall runtime complexity ---------------------------------------- (78) BOUNDS(1, n^3) ---------------------------------------- (79) RenamingProof (BOTH BOUNDS(ID, ID)) Renamed function symbols to avoid clashes with predefined symbol. ---------------------------------------- (80) Obligation: The Runtime Complexity (innermost) of the given CpxRelTRS could be proven to be BOUNDS(n^2, INF). The TRS R consists of the following rules: EQ(0', 0') -> c EQ(0', s(z0)) -> c1 EQ(s(z0), 0') -> c2 EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(0', z0) -> c4 LE(s(z0), 0') -> c5 LE(s(z0), s(z1)) -> c6(LE(z0, z1)) MIN(cons(0', nil)) -> c7 MIN(cons(s(z0), nil)) -> c8 MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) REPLACE(z0, z1, nil) -> c12 REPLACE(z0, z1, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, z1, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(true, z0, z1, cons(z2, z3)) -> c14 IF_REPLACE(false, z0, z1, cons(z2, z3)) -> c15(REPLACE(z0, z1, z3)) SORT(nil) -> c16 SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z0, z1), MIN(cons(z0, z1))) The (relative) TRS S consists of the following rules: eq(0', 0') -> true eq(0', s(z0)) -> false eq(s(z0), 0') -> false eq(s(z0), s(z1)) -> eq(z0, z1) le(0', z0) -> true le(s(z0), 0') -> false le(s(z0), s(z1)) -> le(z0, z1) min(cons(0', nil)) -> 0' min(cons(s(z0), nil)) -> s(z0) min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) sort(nil) -> nil sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) Rewrite Strategy: INNERMOST ---------------------------------------- (81) SlicingProof (LOWER BOUND(ID)) Sliced the following arguments: REPLACE/1 IF_REPLACE/2 ---------------------------------------- (82) Obligation: The Runtime Complexity (innermost) of the given CpxRelTRS could be proven to be BOUNDS(n^2, INF). The TRS R consists of the following rules: EQ(0', 0') -> c EQ(0', s(z0)) -> c1 EQ(s(z0), 0') -> c2 EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(0', z0) -> c4 LE(s(z0), 0') -> c5 LE(s(z0), s(z1)) -> c6(LE(z0, z1)) MIN(cons(0', nil)) -> c7 MIN(cons(s(z0), nil)) -> c8 MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) REPLACE(z0, nil) -> c12 REPLACE(z0, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(true, z0, cons(z2, z3)) -> c14 IF_REPLACE(false, z0, cons(z2, z3)) -> c15(REPLACE(z0, z3)) SORT(nil) -> c16 SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z1), MIN(cons(z0, z1))) The (relative) TRS S consists of the following rules: eq(0', 0') -> true eq(0', s(z0)) -> false eq(s(z0), 0') -> false eq(s(z0), s(z1)) -> eq(z0, z1) le(0', z0) -> true le(s(z0), 0') -> false le(s(z0), s(z1)) -> le(z0, z1) min(cons(0', nil)) -> 0' min(cons(s(z0), nil)) -> s(z0) min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) sort(nil) -> nil sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) Rewrite Strategy: INNERMOST ---------------------------------------- (83) TypeInferenceProof (BOTH BOUNDS(ID, ID)) Infered types. ---------------------------------------- (84) Obligation: Innermost TRS: Rules: EQ(0', 0') -> c EQ(0', s(z0)) -> c1 EQ(s(z0), 0') -> c2 EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(0', z0) -> c4 LE(s(z0), 0') -> c5 LE(s(z0), s(z1)) -> c6(LE(z0, z1)) MIN(cons(0', nil)) -> c7 MIN(cons(s(z0), nil)) -> c8 MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) REPLACE(z0, nil) -> c12 REPLACE(z0, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(true, z0, cons(z2, z3)) -> c14 IF_REPLACE(false, z0, cons(z2, z3)) -> c15(REPLACE(z0, z3)) SORT(nil) -> c16 SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z1), MIN(cons(z0, z1))) eq(0', 0') -> true eq(0', s(z0)) -> false eq(s(z0), 0') -> false eq(s(z0), s(z1)) -> eq(z0, z1) le(0', z0) -> true le(s(z0), 0') -> false le(s(z0), s(z1)) -> le(z0, z1) min(cons(0', nil)) -> 0' min(cons(s(z0), nil)) -> s(z0) min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) sort(nil) -> nil sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) Types: EQ :: 0':s -> 0':s -> c:c1:c2:c3 0' :: 0':s c :: c:c1:c2:c3 s :: 0':s -> 0':s c1 :: c:c1:c2:c3 c2 :: c:c1:c2:c3 c3 :: c:c1:c2:c3 -> c:c1:c2:c3 LE :: 0':s -> 0':s -> c4:c5:c6 c4 :: c4:c5:c6 c5 :: c4:c5:c6 c6 :: c4:c5:c6 -> c4:c5:c6 MIN :: nil:cons -> c7:c8:c9 cons :: 0':s -> nil:cons -> nil:cons nil :: nil:cons c7 :: c7:c8:c9 c8 :: c7:c8:c9 c9 :: c10:c11 -> c4:c5:c6 -> c7:c8:c9 IF_MIN :: true:false -> nil:cons -> c10:c11 le :: 0':s -> 0':s -> true:false true :: true:false c10 :: c7:c8:c9 -> c10:c11 false :: true:false c11 :: c7:c8:c9 -> c10:c11 REPLACE :: 0':s -> nil:cons -> c12:c13 c12 :: c12:c13 c13 :: c14:c15 -> c:c1:c2:c3 -> c12:c13 IF_REPLACE :: true:false -> 0':s -> nil:cons -> c14:c15 eq :: 0':s -> 0':s -> true:false c14 :: c14:c15 c15 :: c12:c13 -> c14:c15 SORT :: nil:cons -> c16:c17:c18 c16 :: c16:c17:c18 c17 :: c7:c8:c9 -> c16:c17:c18 c18 :: c16:c17:c18 -> c12:c13 -> c7:c8:c9 -> c16:c17:c18 replace :: 0':s -> 0':s -> nil:cons -> nil:cons min :: nil:cons -> 0':s if_min :: true:false -> nil:cons -> 0':s if_replace :: true:false -> 0':s -> 0':s -> nil:cons -> nil:cons sort :: nil:cons -> nil:cons hole_c:c1:c2:c31_19 :: c:c1:c2:c3 hole_0':s2_19 :: 0':s hole_c4:c5:c63_19 :: c4:c5:c6 hole_c7:c8:c94_19 :: c7:c8:c9 hole_nil:cons5_19 :: nil:cons hole_c10:c116_19 :: c10:c11 hole_true:false7_19 :: true:false hole_c12:c138_19 :: c12:c13 hole_c14:c159_19 :: c14:c15 hole_c16:c17:c1810_19 :: c16:c17:c18 gen_c:c1:c2:c311_19 :: Nat -> c:c1:c2:c3 gen_0':s12_19 :: Nat -> 0':s gen_c4:c5:c613_19 :: Nat -> c4:c5:c6 gen_nil:cons14_19 :: Nat -> nil:cons gen_c16:c17:c1815_19 :: Nat -> c16:c17:c18 ---------------------------------------- (85) OrderProof (LOWER BOUND(ID)) Heuristically decided to analyse the following defined symbols: EQ, LE, MIN, le, REPLACE, eq, SORT, replace, min, sort They will be analysed ascendingly in the following order: EQ < REPLACE LE < MIN le < MIN MIN < SORT le < min eq < REPLACE REPLACE < SORT eq < replace replace < SORT min < SORT replace < sort min < sort ---------------------------------------- (86) Obligation: Innermost TRS: Rules: EQ(0', 0') -> c EQ(0', s(z0)) -> c1 EQ(s(z0), 0') -> c2 EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(0', z0) -> c4 LE(s(z0), 0') -> c5 LE(s(z0), s(z1)) -> c6(LE(z0, z1)) MIN(cons(0', nil)) -> c7 MIN(cons(s(z0), nil)) -> c8 MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) REPLACE(z0, nil) -> c12 REPLACE(z0, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(true, z0, cons(z2, z3)) -> c14 IF_REPLACE(false, z0, cons(z2, z3)) -> c15(REPLACE(z0, z3)) SORT(nil) -> c16 SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z1), MIN(cons(z0, z1))) eq(0', 0') -> true eq(0', s(z0)) -> false eq(s(z0), 0') -> false eq(s(z0), s(z1)) -> eq(z0, z1) le(0', z0) -> true le(s(z0), 0') -> false le(s(z0), s(z1)) -> le(z0, z1) min(cons(0', nil)) -> 0' min(cons(s(z0), nil)) -> s(z0) min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) sort(nil) -> nil sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) Types: EQ :: 0':s -> 0':s -> c:c1:c2:c3 0' :: 0':s c :: c:c1:c2:c3 s :: 0':s -> 0':s c1 :: c:c1:c2:c3 c2 :: c:c1:c2:c3 c3 :: c:c1:c2:c3 -> c:c1:c2:c3 LE :: 0':s -> 0':s -> c4:c5:c6 c4 :: c4:c5:c6 c5 :: c4:c5:c6 c6 :: c4:c5:c6 -> c4:c5:c6 MIN :: nil:cons -> c7:c8:c9 cons :: 0':s -> nil:cons -> nil:cons nil :: nil:cons c7 :: c7:c8:c9 c8 :: c7:c8:c9 c9 :: c10:c11 -> c4:c5:c6 -> c7:c8:c9 IF_MIN :: true:false -> nil:cons -> c10:c11 le :: 0':s -> 0':s -> true:false true :: true:false c10 :: c7:c8:c9 -> c10:c11 false :: true:false c11 :: c7:c8:c9 -> c10:c11 REPLACE :: 0':s -> nil:cons -> c12:c13 c12 :: c12:c13 c13 :: c14:c15 -> c:c1:c2:c3 -> c12:c13 IF_REPLACE :: true:false -> 0':s -> nil:cons -> c14:c15 eq :: 0':s -> 0':s -> true:false c14 :: c14:c15 c15 :: c12:c13 -> c14:c15 SORT :: nil:cons -> c16:c17:c18 c16 :: c16:c17:c18 c17 :: c7:c8:c9 -> c16:c17:c18 c18 :: c16:c17:c18 -> c12:c13 -> c7:c8:c9 -> c16:c17:c18 replace :: 0':s -> 0':s -> nil:cons -> nil:cons min :: nil:cons -> 0':s if_min :: true:false -> nil:cons -> 0':s if_replace :: true:false -> 0':s -> 0':s -> nil:cons -> nil:cons sort :: nil:cons -> nil:cons hole_c:c1:c2:c31_19 :: c:c1:c2:c3 hole_0':s2_19 :: 0':s hole_c4:c5:c63_19 :: c4:c5:c6 hole_c7:c8:c94_19 :: c7:c8:c9 hole_nil:cons5_19 :: nil:cons hole_c10:c116_19 :: c10:c11 hole_true:false7_19 :: true:false hole_c12:c138_19 :: c12:c13 hole_c14:c159_19 :: c14:c15 hole_c16:c17:c1810_19 :: c16:c17:c18 gen_c:c1:c2:c311_19 :: Nat -> c:c1:c2:c3 gen_0':s12_19 :: Nat -> 0':s gen_c4:c5:c613_19 :: Nat -> c4:c5:c6 gen_nil:cons14_19 :: Nat -> nil:cons gen_c16:c17:c1815_19 :: Nat -> c16:c17:c18 Generator Equations: gen_c:c1:c2:c311_19(0) <=> c gen_c:c1:c2:c311_19(+(x, 1)) <=> c3(gen_c:c1:c2:c311_19(x)) gen_0':s12_19(0) <=> 0' gen_0':s12_19(+(x, 1)) <=> s(gen_0':s12_19(x)) gen_c4:c5:c613_19(0) <=> c4 gen_c4:c5:c613_19(+(x, 1)) <=> c6(gen_c4:c5:c613_19(x)) gen_nil:cons14_19(0) <=> nil gen_nil:cons14_19(+(x, 1)) <=> cons(0', gen_nil:cons14_19(x)) gen_c16:c17:c1815_19(0) <=> c16 gen_c16:c17:c1815_19(+(x, 1)) <=> c18(gen_c16:c17:c1815_19(x), c12, c7) The following defined symbols remain to be analysed: EQ, LE, MIN, le, REPLACE, eq, SORT, replace, min, sort They will be analysed ascendingly in the following order: EQ < REPLACE LE < MIN le < MIN MIN < SORT le < min eq < REPLACE REPLACE < SORT eq < replace replace < SORT min < SORT replace < sort min < sort ---------------------------------------- (87) RewriteLemmaProof (LOWER BOUND(ID)) Proved the following rewrite lemma: EQ(gen_0':s12_19(n17_19), gen_0':s12_19(n17_19)) -> gen_c:c1:c2:c311_19(n17_19), rt in Omega(1 + n17_19) Induction Base: EQ(gen_0':s12_19(0), gen_0':s12_19(0)) ->_R^Omega(1) c Induction Step: EQ(gen_0':s12_19(+(n17_19, 1)), gen_0':s12_19(+(n17_19, 1))) ->_R^Omega(1) c3(EQ(gen_0':s12_19(n17_19), gen_0':s12_19(n17_19))) ->_IH c3(gen_c:c1:c2:c311_19(c18_19)) We have rt in Omega(n^1) and sz in O(n). Thus, we have irc_R in Omega(n). ---------------------------------------- (88) Complex Obligation (BEST) ---------------------------------------- (89) Obligation: Proved the lower bound n^1 for the following obligation: Innermost TRS: Rules: EQ(0', 0') -> c EQ(0', s(z0)) -> c1 EQ(s(z0), 0') -> c2 EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(0', z0) -> c4 LE(s(z0), 0') -> c5 LE(s(z0), s(z1)) -> c6(LE(z0, z1)) MIN(cons(0', nil)) -> c7 MIN(cons(s(z0), nil)) -> c8 MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) REPLACE(z0, nil) -> c12 REPLACE(z0, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(true, z0, cons(z2, z3)) -> c14 IF_REPLACE(false, z0, cons(z2, z3)) -> c15(REPLACE(z0, z3)) SORT(nil) -> c16 SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z1), MIN(cons(z0, z1))) eq(0', 0') -> true eq(0', s(z0)) -> false eq(s(z0), 0') -> false eq(s(z0), s(z1)) -> eq(z0, z1) le(0', z0) -> true le(s(z0), 0') -> false le(s(z0), s(z1)) -> le(z0, z1) min(cons(0', nil)) -> 0' min(cons(s(z0), nil)) -> s(z0) min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) sort(nil) -> nil sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) Types: EQ :: 0':s -> 0':s -> c:c1:c2:c3 0' :: 0':s c :: c:c1:c2:c3 s :: 0':s -> 0':s c1 :: c:c1:c2:c3 c2 :: c:c1:c2:c3 c3 :: c:c1:c2:c3 -> c:c1:c2:c3 LE :: 0':s -> 0':s -> c4:c5:c6 c4 :: c4:c5:c6 c5 :: c4:c5:c6 c6 :: c4:c5:c6 -> c4:c5:c6 MIN :: nil:cons -> c7:c8:c9 cons :: 0':s -> nil:cons -> nil:cons nil :: nil:cons c7 :: c7:c8:c9 c8 :: c7:c8:c9 c9 :: c10:c11 -> c4:c5:c6 -> c7:c8:c9 IF_MIN :: true:false -> nil:cons -> c10:c11 le :: 0':s -> 0':s -> true:false true :: true:false c10 :: c7:c8:c9 -> c10:c11 false :: true:false c11 :: c7:c8:c9 -> c10:c11 REPLACE :: 0':s -> nil:cons -> c12:c13 c12 :: c12:c13 c13 :: c14:c15 -> c:c1:c2:c3 -> c12:c13 IF_REPLACE :: true:false -> 0':s -> nil:cons -> c14:c15 eq :: 0':s -> 0':s -> true:false c14 :: c14:c15 c15 :: c12:c13 -> c14:c15 SORT :: nil:cons -> c16:c17:c18 c16 :: c16:c17:c18 c17 :: c7:c8:c9 -> c16:c17:c18 c18 :: c16:c17:c18 -> c12:c13 -> c7:c8:c9 -> c16:c17:c18 replace :: 0':s -> 0':s -> nil:cons -> nil:cons min :: nil:cons -> 0':s if_min :: true:false -> nil:cons -> 0':s if_replace :: true:false -> 0':s -> 0':s -> nil:cons -> nil:cons sort :: nil:cons -> nil:cons hole_c:c1:c2:c31_19 :: c:c1:c2:c3 hole_0':s2_19 :: 0':s hole_c4:c5:c63_19 :: c4:c5:c6 hole_c7:c8:c94_19 :: c7:c8:c9 hole_nil:cons5_19 :: nil:cons hole_c10:c116_19 :: c10:c11 hole_true:false7_19 :: true:false hole_c12:c138_19 :: c12:c13 hole_c14:c159_19 :: c14:c15 hole_c16:c17:c1810_19 :: c16:c17:c18 gen_c:c1:c2:c311_19 :: Nat -> c:c1:c2:c3 gen_0':s12_19 :: Nat -> 0':s gen_c4:c5:c613_19 :: Nat -> c4:c5:c6 gen_nil:cons14_19 :: Nat -> nil:cons gen_c16:c17:c1815_19 :: Nat -> c16:c17:c18 Generator Equations: gen_c:c1:c2:c311_19(0) <=> c gen_c:c1:c2:c311_19(+(x, 1)) <=> c3(gen_c:c1:c2:c311_19(x)) gen_0':s12_19(0) <=> 0' gen_0':s12_19(+(x, 1)) <=> s(gen_0':s12_19(x)) gen_c4:c5:c613_19(0) <=> c4 gen_c4:c5:c613_19(+(x, 1)) <=> c6(gen_c4:c5:c613_19(x)) gen_nil:cons14_19(0) <=> nil gen_nil:cons14_19(+(x, 1)) <=> cons(0', gen_nil:cons14_19(x)) gen_c16:c17:c1815_19(0) <=> c16 gen_c16:c17:c1815_19(+(x, 1)) <=> c18(gen_c16:c17:c1815_19(x), c12, c7) The following defined symbols remain to be analysed: EQ, LE, MIN, le, REPLACE, eq, SORT, replace, min, sort They will be analysed ascendingly in the following order: EQ < REPLACE LE < MIN le < MIN MIN < SORT le < min eq < REPLACE REPLACE < SORT eq < replace replace < SORT min < SORT replace < sort min < sort ---------------------------------------- (90) LowerBoundPropagationProof (FINISHED) Propagated lower bound. ---------------------------------------- (91) BOUNDS(n^1, INF) ---------------------------------------- (92) Obligation: Innermost TRS: Rules: EQ(0', 0') -> c EQ(0', s(z0)) -> c1 EQ(s(z0), 0') -> c2 EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(0', z0) -> c4 LE(s(z0), 0') -> c5 LE(s(z0), s(z1)) -> c6(LE(z0, z1)) MIN(cons(0', nil)) -> c7 MIN(cons(s(z0), nil)) -> c8 MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) REPLACE(z0, nil) -> c12 REPLACE(z0, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(true, z0, cons(z2, z3)) -> c14 IF_REPLACE(false, z0, cons(z2, z3)) -> c15(REPLACE(z0, z3)) SORT(nil) -> c16 SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z1), MIN(cons(z0, z1))) eq(0', 0') -> true eq(0', s(z0)) -> false eq(s(z0), 0') -> false eq(s(z0), s(z1)) -> eq(z0, z1) le(0', z0) -> true le(s(z0), 0') -> false le(s(z0), s(z1)) -> le(z0, z1) min(cons(0', nil)) -> 0' min(cons(s(z0), nil)) -> s(z0) min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) sort(nil) -> nil sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) Types: EQ :: 0':s -> 0':s -> c:c1:c2:c3 0' :: 0':s c :: c:c1:c2:c3 s :: 0':s -> 0':s c1 :: c:c1:c2:c3 c2 :: c:c1:c2:c3 c3 :: c:c1:c2:c3 -> c:c1:c2:c3 LE :: 0':s -> 0':s -> c4:c5:c6 c4 :: c4:c5:c6 c5 :: c4:c5:c6 c6 :: c4:c5:c6 -> c4:c5:c6 MIN :: nil:cons -> c7:c8:c9 cons :: 0':s -> nil:cons -> nil:cons nil :: nil:cons c7 :: c7:c8:c9 c8 :: c7:c8:c9 c9 :: c10:c11 -> c4:c5:c6 -> c7:c8:c9 IF_MIN :: true:false -> nil:cons -> c10:c11 le :: 0':s -> 0':s -> true:false true :: true:false c10 :: c7:c8:c9 -> c10:c11 false :: true:false c11 :: c7:c8:c9 -> c10:c11 REPLACE :: 0':s -> nil:cons -> c12:c13 c12 :: c12:c13 c13 :: c14:c15 -> c:c1:c2:c3 -> c12:c13 IF_REPLACE :: true:false -> 0':s -> nil:cons -> c14:c15 eq :: 0':s -> 0':s -> true:false c14 :: c14:c15 c15 :: c12:c13 -> c14:c15 SORT :: nil:cons -> c16:c17:c18 c16 :: c16:c17:c18 c17 :: c7:c8:c9 -> c16:c17:c18 c18 :: c16:c17:c18 -> c12:c13 -> c7:c8:c9 -> c16:c17:c18 replace :: 0':s -> 0':s -> nil:cons -> nil:cons min :: nil:cons -> 0':s if_min :: true:false -> nil:cons -> 0':s if_replace :: true:false -> 0':s -> 0':s -> nil:cons -> nil:cons sort :: nil:cons -> nil:cons hole_c:c1:c2:c31_19 :: c:c1:c2:c3 hole_0':s2_19 :: 0':s hole_c4:c5:c63_19 :: c4:c5:c6 hole_c7:c8:c94_19 :: c7:c8:c9 hole_nil:cons5_19 :: nil:cons hole_c10:c116_19 :: c10:c11 hole_true:false7_19 :: true:false hole_c12:c138_19 :: c12:c13 hole_c14:c159_19 :: c14:c15 hole_c16:c17:c1810_19 :: c16:c17:c18 gen_c:c1:c2:c311_19 :: Nat -> c:c1:c2:c3 gen_0':s12_19 :: Nat -> 0':s gen_c4:c5:c613_19 :: Nat -> c4:c5:c6 gen_nil:cons14_19 :: Nat -> nil:cons gen_c16:c17:c1815_19 :: Nat -> c16:c17:c18 Lemmas: EQ(gen_0':s12_19(n17_19), gen_0':s12_19(n17_19)) -> gen_c:c1:c2:c311_19(n17_19), rt in Omega(1 + n17_19) Generator Equations: gen_c:c1:c2:c311_19(0) <=> c gen_c:c1:c2:c311_19(+(x, 1)) <=> c3(gen_c:c1:c2:c311_19(x)) gen_0':s12_19(0) <=> 0' gen_0':s12_19(+(x, 1)) <=> s(gen_0':s12_19(x)) gen_c4:c5:c613_19(0) <=> c4 gen_c4:c5:c613_19(+(x, 1)) <=> c6(gen_c4:c5:c613_19(x)) gen_nil:cons14_19(0) <=> nil gen_nil:cons14_19(+(x, 1)) <=> cons(0', gen_nil:cons14_19(x)) gen_c16:c17:c1815_19(0) <=> c16 gen_c16:c17:c1815_19(+(x, 1)) <=> c18(gen_c16:c17:c1815_19(x), c12, c7) The following defined symbols remain to be analysed: LE, MIN, le, REPLACE, eq, SORT, replace, min, sort They will be analysed ascendingly in the following order: LE < MIN le < MIN MIN < SORT le < min eq < REPLACE REPLACE < SORT eq < replace replace < SORT min < SORT replace < sort min < sort ---------------------------------------- (93) RewriteLemmaProof (LOWER BOUND(ID)) Proved the following rewrite lemma: LE(gen_0':s12_19(n1023_19), gen_0':s12_19(n1023_19)) -> gen_c4:c5:c613_19(n1023_19), rt in Omega(1 + n1023_19) Induction Base: LE(gen_0':s12_19(0), gen_0':s12_19(0)) ->_R^Omega(1) c4 Induction Step: LE(gen_0':s12_19(+(n1023_19, 1)), gen_0':s12_19(+(n1023_19, 1))) ->_R^Omega(1) c6(LE(gen_0':s12_19(n1023_19), gen_0':s12_19(n1023_19))) ->_IH c6(gen_c4:c5:c613_19(c1024_19)) We have rt in Omega(n^1) and sz in O(n). Thus, we have irc_R in Omega(n). ---------------------------------------- (94) Obligation: Innermost TRS: Rules: EQ(0', 0') -> c EQ(0', s(z0)) -> c1 EQ(s(z0), 0') -> c2 EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(0', z0) -> c4 LE(s(z0), 0') -> c5 LE(s(z0), s(z1)) -> c6(LE(z0, z1)) MIN(cons(0', nil)) -> c7 MIN(cons(s(z0), nil)) -> c8 MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) REPLACE(z0, nil) -> c12 REPLACE(z0, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(true, z0, cons(z2, z3)) -> c14 IF_REPLACE(false, z0, cons(z2, z3)) -> c15(REPLACE(z0, z3)) SORT(nil) -> c16 SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z1), MIN(cons(z0, z1))) eq(0', 0') -> true eq(0', s(z0)) -> false eq(s(z0), 0') -> false eq(s(z0), s(z1)) -> eq(z0, z1) le(0', z0) -> true le(s(z0), 0') -> false le(s(z0), s(z1)) -> le(z0, z1) min(cons(0', nil)) -> 0' min(cons(s(z0), nil)) -> s(z0) min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) sort(nil) -> nil sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) Types: EQ :: 0':s -> 0':s -> c:c1:c2:c3 0' :: 0':s c :: c:c1:c2:c3 s :: 0':s -> 0':s c1 :: c:c1:c2:c3 c2 :: c:c1:c2:c3 c3 :: c:c1:c2:c3 -> c:c1:c2:c3 LE :: 0':s -> 0':s -> c4:c5:c6 c4 :: c4:c5:c6 c5 :: c4:c5:c6 c6 :: c4:c5:c6 -> c4:c5:c6 MIN :: nil:cons -> c7:c8:c9 cons :: 0':s -> nil:cons -> nil:cons nil :: nil:cons c7 :: c7:c8:c9 c8 :: c7:c8:c9 c9 :: c10:c11 -> c4:c5:c6 -> c7:c8:c9 IF_MIN :: true:false -> nil:cons -> c10:c11 le :: 0':s -> 0':s -> true:false true :: true:false c10 :: c7:c8:c9 -> c10:c11 false :: true:false c11 :: c7:c8:c9 -> c10:c11 REPLACE :: 0':s -> nil:cons -> c12:c13 c12 :: c12:c13 c13 :: c14:c15 -> c:c1:c2:c3 -> c12:c13 IF_REPLACE :: true:false -> 0':s -> nil:cons -> c14:c15 eq :: 0':s -> 0':s -> true:false c14 :: c14:c15 c15 :: c12:c13 -> c14:c15 SORT :: nil:cons -> c16:c17:c18 c16 :: c16:c17:c18 c17 :: c7:c8:c9 -> c16:c17:c18 c18 :: c16:c17:c18 -> c12:c13 -> c7:c8:c9 -> c16:c17:c18 replace :: 0':s -> 0':s -> nil:cons -> nil:cons min :: nil:cons -> 0':s if_min :: true:false -> nil:cons -> 0':s if_replace :: true:false -> 0':s -> 0':s -> nil:cons -> nil:cons sort :: nil:cons -> nil:cons hole_c:c1:c2:c31_19 :: c:c1:c2:c3 hole_0':s2_19 :: 0':s hole_c4:c5:c63_19 :: c4:c5:c6 hole_c7:c8:c94_19 :: c7:c8:c9 hole_nil:cons5_19 :: nil:cons hole_c10:c116_19 :: c10:c11 hole_true:false7_19 :: true:false hole_c12:c138_19 :: c12:c13 hole_c14:c159_19 :: c14:c15 hole_c16:c17:c1810_19 :: c16:c17:c18 gen_c:c1:c2:c311_19 :: Nat -> c:c1:c2:c3 gen_0':s12_19 :: Nat -> 0':s gen_c4:c5:c613_19 :: Nat -> c4:c5:c6 gen_nil:cons14_19 :: Nat -> nil:cons gen_c16:c17:c1815_19 :: Nat -> c16:c17:c18 Lemmas: EQ(gen_0':s12_19(n17_19), gen_0':s12_19(n17_19)) -> gen_c:c1:c2:c311_19(n17_19), rt in Omega(1 + n17_19) LE(gen_0':s12_19(n1023_19), gen_0':s12_19(n1023_19)) -> gen_c4:c5:c613_19(n1023_19), rt in Omega(1 + n1023_19) Generator Equations: gen_c:c1:c2:c311_19(0) <=> c gen_c:c1:c2:c311_19(+(x, 1)) <=> c3(gen_c:c1:c2:c311_19(x)) gen_0':s12_19(0) <=> 0' gen_0':s12_19(+(x, 1)) <=> s(gen_0':s12_19(x)) gen_c4:c5:c613_19(0) <=> c4 gen_c4:c5:c613_19(+(x, 1)) <=> c6(gen_c4:c5:c613_19(x)) gen_nil:cons14_19(0) <=> nil gen_nil:cons14_19(+(x, 1)) <=> cons(0', gen_nil:cons14_19(x)) gen_c16:c17:c1815_19(0) <=> c16 gen_c16:c17:c1815_19(+(x, 1)) <=> c18(gen_c16:c17:c1815_19(x), c12, c7) The following defined symbols remain to be analysed: le, MIN, REPLACE, eq, SORT, replace, min, sort They will be analysed ascendingly in the following order: le < MIN MIN < SORT le < min eq < REPLACE REPLACE < SORT eq < replace replace < SORT min < SORT replace < sort min < sort ---------------------------------------- (95) RewriteLemmaProof (LOWER BOUND(ID)) Proved the following rewrite lemma: le(gen_0':s12_19(n1803_19), gen_0':s12_19(n1803_19)) -> true, rt in Omega(0) Induction Base: le(gen_0':s12_19(0), gen_0':s12_19(0)) ->_R^Omega(0) true Induction Step: le(gen_0':s12_19(+(n1803_19, 1)), gen_0':s12_19(+(n1803_19, 1))) ->_R^Omega(0) le(gen_0':s12_19(n1803_19), gen_0':s12_19(n1803_19)) ->_IH true We have rt in Omega(1) and sz in O(n). Thus, we have irc_R in Omega(n^0). ---------------------------------------- (96) Obligation: Innermost TRS: Rules: EQ(0', 0') -> c EQ(0', s(z0)) -> c1 EQ(s(z0), 0') -> c2 EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(0', z0) -> c4 LE(s(z0), 0') -> c5 LE(s(z0), s(z1)) -> c6(LE(z0, z1)) MIN(cons(0', nil)) -> c7 MIN(cons(s(z0), nil)) -> c8 MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) REPLACE(z0, nil) -> c12 REPLACE(z0, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(true, z0, cons(z2, z3)) -> c14 IF_REPLACE(false, z0, cons(z2, z3)) -> c15(REPLACE(z0, z3)) SORT(nil) -> c16 SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z1), MIN(cons(z0, z1))) eq(0', 0') -> true eq(0', s(z0)) -> false eq(s(z0), 0') -> false eq(s(z0), s(z1)) -> eq(z0, z1) le(0', z0) -> true le(s(z0), 0') -> false le(s(z0), s(z1)) -> le(z0, z1) min(cons(0', nil)) -> 0' min(cons(s(z0), nil)) -> s(z0) min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) sort(nil) -> nil sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) Types: EQ :: 0':s -> 0':s -> c:c1:c2:c3 0' :: 0':s c :: c:c1:c2:c3 s :: 0':s -> 0':s c1 :: c:c1:c2:c3 c2 :: c:c1:c2:c3 c3 :: c:c1:c2:c3 -> c:c1:c2:c3 LE :: 0':s -> 0':s -> c4:c5:c6 c4 :: c4:c5:c6 c5 :: c4:c5:c6 c6 :: c4:c5:c6 -> c4:c5:c6 MIN :: nil:cons -> c7:c8:c9 cons :: 0':s -> nil:cons -> nil:cons nil :: nil:cons c7 :: c7:c8:c9 c8 :: c7:c8:c9 c9 :: c10:c11 -> c4:c5:c6 -> c7:c8:c9 IF_MIN :: true:false -> nil:cons -> c10:c11 le :: 0':s -> 0':s -> true:false true :: true:false c10 :: c7:c8:c9 -> c10:c11 false :: true:false c11 :: c7:c8:c9 -> c10:c11 REPLACE :: 0':s -> nil:cons -> c12:c13 c12 :: c12:c13 c13 :: c14:c15 -> c:c1:c2:c3 -> c12:c13 IF_REPLACE :: true:false -> 0':s -> nil:cons -> c14:c15 eq :: 0':s -> 0':s -> true:false c14 :: c14:c15 c15 :: c12:c13 -> c14:c15 SORT :: nil:cons -> c16:c17:c18 c16 :: c16:c17:c18 c17 :: c7:c8:c9 -> c16:c17:c18 c18 :: c16:c17:c18 -> c12:c13 -> c7:c8:c9 -> c16:c17:c18 replace :: 0':s -> 0':s -> nil:cons -> nil:cons min :: nil:cons -> 0':s if_min :: true:false -> nil:cons -> 0':s if_replace :: true:false -> 0':s -> 0':s -> nil:cons -> nil:cons sort :: nil:cons -> nil:cons hole_c:c1:c2:c31_19 :: c:c1:c2:c3 hole_0':s2_19 :: 0':s hole_c4:c5:c63_19 :: c4:c5:c6 hole_c7:c8:c94_19 :: c7:c8:c9 hole_nil:cons5_19 :: nil:cons hole_c10:c116_19 :: c10:c11 hole_true:false7_19 :: true:false hole_c12:c138_19 :: c12:c13 hole_c14:c159_19 :: c14:c15 hole_c16:c17:c1810_19 :: c16:c17:c18 gen_c:c1:c2:c311_19 :: Nat -> c:c1:c2:c3 gen_0':s12_19 :: Nat -> 0':s gen_c4:c5:c613_19 :: Nat -> c4:c5:c6 gen_nil:cons14_19 :: Nat -> nil:cons gen_c16:c17:c1815_19 :: Nat -> c16:c17:c18 Lemmas: EQ(gen_0':s12_19(n17_19), gen_0':s12_19(n17_19)) -> gen_c:c1:c2:c311_19(n17_19), rt in Omega(1 + n17_19) LE(gen_0':s12_19(n1023_19), gen_0':s12_19(n1023_19)) -> gen_c4:c5:c613_19(n1023_19), rt in Omega(1 + n1023_19) le(gen_0':s12_19(n1803_19), gen_0':s12_19(n1803_19)) -> true, rt in Omega(0) Generator Equations: gen_c:c1:c2:c311_19(0) <=> c gen_c:c1:c2:c311_19(+(x, 1)) <=> c3(gen_c:c1:c2:c311_19(x)) gen_0':s12_19(0) <=> 0' gen_0':s12_19(+(x, 1)) <=> s(gen_0':s12_19(x)) gen_c4:c5:c613_19(0) <=> c4 gen_c4:c5:c613_19(+(x, 1)) <=> c6(gen_c4:c5:c613_19(x)) gen_nil:cons14_19(0) <=> nil gen_nil:cons14_19(+(x, 1)) <=> cons(0', gen_nil:cons14_19(x)) gen_c16:c17:c1815_19(0) <=> c16 gen_c16:c17:c1815_19(+(x, 1)) <=> c18(gen_c16:c17:c1815_19(x), c12, c7) The following defined symbols remain to be analysed: MIN, REPLACE, eq, SORT, replace, min, sort They will be analysed ascendingly in the following order: MIN < SORT eq < REPLACE REPLACE < SORT eq < replace replace < SORT min < SORT replace < sort min < sort ---------------------------------------- (97) RewriteLemmaProof (LOWER BOUND(ID)) Proved the following rewrite lemma: MIN(gen_nil:cons14_19(+(1, n2270_19))) -> *16_19, rt in Omega(n2270_19) Induction Base: MIN(gen_nil:cons14_19(+(1, 0))) Induction Step: MIN(gen_nil:cons14_19(+(1, +(n2270_19, 1)))) ->_R^Omega(1) c9(IF_MIN(le(0', 0'), cons(0', cons(0', gen_nil:cons14_19(n2270_19)))), LE(0', 0')) ->_L^Omega(0) c9(IF_MIN(true, cons(0', cons(0', gen_nil:cons14_19(n2270_19)))), LE(0', 0')) ->_R^Omega(1) c9(c10(MIN(cons(0', gen_nil:cons14_19(n2270_19)))), LE(0', 0')) ->_IH c9(c10(*16_19), LE(0', 0')) ->_L^Omega(1) c9(c10(*16_19), gen_c4:c5:c613_19(0)) We have rt in Omega(n^1) and sz in O(n). Thus, we have irc_R in Omega(n). ---------------------------------------- (98) Obligation: Innermost TRS: Rules: EQ(0', 0') -> c EQ(0', s(z0)) -> c1 EQ(s(z0), 0') -> c2 EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(0', z0) -> c4 LE(s(z0), 0') -> c5 LE(s(z0), s(z1)) -> c6(LE(z0, z1)) MIN(cons(0', nil)) -> c7 MIN(cons(s(z0), nil)) -> c8 MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) REPLACE(z0, nil) -> c12 REPLACE(z0, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(true, z0, cons(z2, z3)) -> c14 IF_REPLACE(false, z0, cons(z2, z3)) -> c15(REPLACE(z0, z3)) SORT(nil) -> c16 SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z1), MIN(cons(z0, z1))) eq(0', 0') -> true eq(0', s(z0)) -> false eq(s(z0), 0') -> false eq(s(z0), s(z1)) -> eq(z0, z1) le(0', z0) -> true le(s(z0), 0') -> false le(s(z0), s(z1)) -> le(z0, z1) min(cons(0', nil)) -> 0' min(cons(s(z0), nil)) -> s(z0) min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) sort(nil) -> nil sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) Types: EQ :: 0':s -> 0':s -> c:c1:c2:c3 0' :: 0':s c :: c:c1:c2:c3 s :: 0':s -> 0':s c1 :: c:c1:c2:c3 c2 :: c:c1:c2:c3 c3 :: c:c1:c2:c3 -> c:c1:c2:c3 LE :: 0':s -> 0':s -> c4:c5:c6 c4 :: c4:c5:c6 c5 :: c4:c5:c6 c6 :: c4:c5:c6 -> c4:c5:c6 MIN :: nil:cons -> c7:c8:c9 cons :: 0':s -> nil:cons -> nil:cons nil :: nil:cons c7 :: c7:c8:c9 c8 :: c7:c8:c9 c9 :: c10:c11 -> c4:c5:c6 -> c7:c8:c9 IF_MIN :: true:false -> nil:cons -> c10:c11 le :: 0':s -> 0':s -> true:false true :: true:false c10 :: c7:c8:c9 -> c10:c11 false :: true:false c11 :: c7:c8:c9 -> c10:c11 REPLACE :: 0':s -> nil:cons -> c12:c13 c12 :: c12:c13 c13 :: c14:c15 -> c:c1:c2:c3 -> c12:c13 IF_REPLACE :: true:false -> 0':s -> nil:cons -> c14:c15 eq :: 0':s -> 0':s -> true:false c14 :: c14:c15 c15 :: c12:c13 -> c14:c15 SORT :: nil:cons -> c16:c17:c18 c16 :: c16:c17:c18 c17 :: c7:c8:c9 -> c16:c17:c18 c18 :: c16:c17:c18 -> c12:c13 -> c7:c8:c9 -> c16:c17:c18 replace :: 0':s -> 0':s -> nil:cons -> nil:cons min :: nil:cons -> 0':s if_min :: true:false -> nil:cons -> 0':s if_replace :: true:false -> 0':s -> 0':s -> nil:cons -> nil:cons sort :: nil:cons -> nil:cons hole_c:c1:c2:c31_19 :: c:c1:c2:c3 hole_0':s2_19 :: 0':s hole_c4:c5:c63_19 :: c4:c5:c6 hole_c7:c8:c94_19 :: c7:c8:c9 hole_nil:cons5_19 :: nil:cons hole_c10:c116_19 :: c10:c11 hole_true:false7_19 :: true:false hole_c12:c138_19 :: c12:c13 hole_c14:c159_19 :: c14:c15 hole_c16:c17:c1810_19 :: c16:c17:c18 gen_c:c1:c2:c311_19 :: Nat -> c:c1:c2:c3 gen_0':s12_19 :: Nat -> 0':s gen_c4:c5:c613_19 :: Nat -> c4:c5:c6 gen_nil:cons14_19 :: Nat -> nil:cons gen_c16:c17:c1815_19 :: Nat -> c16:c17:c18 Lemmas: EQ(gen_0':s12_19(n17_19), gen_0':s12_19(n17_19)) -> gen_c:c1:c2:c311_19(n17_19), rt in Omega(1 + n17_19) LE(gen_0':s12_19(n1023_19), gen_0':s12_19(n1023_19)) -> gen_c4:c5:c613_19(n1023_19), rt in Omega(1 + n1023_19) le(gen_0':s12_19(n1803_19), gen_0':s12_19(n1803_19)) -> true, rt in Omega(0) MIN(gen_nil:cons14_19(+(1, n2270_19))) -> *16_19, rt in Omega(n2270_19) Generator Equations: gen_c:c1:c2:c311_19(0) <=> c gen_c:c1:c2:c311_19(+(x, 1)) <=> c3(gen_c:c1:c2:c311_19(x)) gen_0':s12_19(0) <=> 0' gen_0':s12_19(+(x, 1)) <=> s(gen_0':s12_19(x)) gen_c4:c5:c613_19(0) <=> c4 gen_c4:c5:c613_19(+(x, 1)) <=> c6(gen_c4:c5:c613_19(x)) gen_nil:cons14_19(0) <=> nil gen_nil:cons14_19(+(x, 1)) <=> cons(0', gen_nil:cons14_19(x)) gen_c16:c17:c1815_19(0) <=> c16 gen_c16:c17:c1815_19(+(x, 1)) <=> c18(gen_c16:c17:c1815_19(x), c12, c7) The following defined symbols remain to be analysed: eq, REPLACE, SORT, replace, min, sort They will be analysed ascendingly in the following order: eq < REPLACE REPLACE < SORT eq < replace replace < SORT min < SORT replace < sort min < sort ---------------------------------------- (99) RewriteLemmaProof (LOWER BOUND(ID)) Proved the following rewrite lemma: eq(gen_0':s12_19(n7487_19), gen_0':s12_19(n7487_19)) -> true, rt in Omega(0) Induction Base: eq(gen_0':s12_19(0), gen_0':s12_19(0)) ->_R^Omega(0) true Induction Step: eq(gen_0':s12_19(+(n7487_19, 1)), gen_0':s12_19(+(n7487_19, 1))) ->_R^Omega(0) eq(gen_0':s12_19(n7487_19), gen_0':s12_19(n7487_19)) ->_IH true We have rt in Omega(1) and sz in O(n). Thus, we have irc_R in Omega(n^0). ---------------------------------------- (100) Obligation: Innermost TRS: Rules: EQ(0', 0') -> c EQ(0', s(z0)) -> c1 EQ(s(z0), 0') -> c2 EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(0', z0) -> c4 LE(s(z0), 0') -> c5 LE(s(z0), s(z1)) -> c6(LE(z0, z1)) MIN(cons(0', nil)) -> c7 MIN(cons(s(z0), nil)) -> c8 MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) REPLACE(z0, nil) -> c12 REPLACE(z0, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(true, z0, cons(z2, z3)) -> c14 IF_REPLACE(false, z0, cons(z2, z3)) -> c15(REPLACE(z0, z3)) SORT(nil) -> c16 SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z1), MIN(cons(z0, z1))) eq(0', 0') -> true eq(0', s(z0)) -> false eq(s(z0), 0') -> false eq(s(z0), s(z1)) -> eq(z0, z1) le(0', z0) -> true le(s(z0), 0') -> false le(s(z0), s(z1)) -> le(z0, z1) min(cons(0', nil)) -> 0' min(cons(s(z0), nil)) -> s(z0) min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) sort(nil) -> nil sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) Types: EQ :: 0':s -> 0':s -> c:c1:c2:c3 0' :: 0':s c :: c:c1:c2:c3 s :: 0':s -> 0':s c1 :: c:c1:c2:c3 c2 :: c:c1:c2:c3 c3 :: c:c1:c2:c3 -> c:c1:c2:c3 LE :: 0':s -> 0':s -> c4:c5:c6 c4 :: c4:c5:c6 c5 :: c4:c5:c6 c6 :: c4:c5:c6 -> c4:c5:c6 MIN :: nil:cons -> c7:c8:c9 cons :: 0':s -> nil:cons -> nil:cons nil :: nil:cons c7 :: c7:c8:c9 c8 :: c7:c8:c9 c9 :: c10:c11 -> c4:c5:c6 -> c7:c8:c9 IF_MIN :: true:false -> nil:cons -> c10:c11 le :: 0':s -> 0':s -> true:false true :: true:false c10 :: c7:c8:c9 -> c10:c11 false :: true:false c11 :: c7:c8:c9 -> c10:c11 REPLACE :: 0':s -> nil:cons -> c12:c13 c12 :: c12:c13 c13 :: c14:c15 -> c:c1:c2:c3 -> c12:c13 IF_REPLACE :: true:false -> 0':s -> nil:cons -> c14:c15 eq :: 0':s -> 0':s -> true:false c14 :: c14:c15 c15 :: c12:c13 -> c14:c15 SORT :: nil:cons -> c16:c17:c18 c16 :: c16:c17:c18 c17 :: c7:c8:c9 -> c16:c17:c18 c18 :: c16:c17:c18 -> c12:c13 -> c7:c8:c9 -> c16:c17:c18 replace :: 0':s -> 0':s -> nil:cons -> nil:cons min :: nil:cons -> 0':s if_min :: true:false -> nil:cons -> 0':s if_replace :: true:false -> 0':s -> 0':s -> nil:cons -> nil:cons sort :: nil:cons -> nil:cons hole_c:c1:c2:c31_19 :: c:c1:c2:c3 hole_0':s2_19 :: 0':s hole_c4:c5:c63_19 :: c4:c5:c6 hole_c7:c8:c94_19 :: c7:c8:c9 hole_nil:cons5_19 :: nil:cons hole_c10:c116_19 :: c10:c11 hole_true:false7_19 :: true:false hole_c12:c138_19 :: c12:c13 hole_c14:c159_19 :: c14:c15 hole_c16:c17:c1810_19 :: c16:c17:c18 gen_c:c1:c2:c311_19 :: Nat -> c:c1:c2:c3 gen_0':s12_19 :: Nat -> 0':s gen_c4:c5:c613_19 :: Nat -> c4:c5:c6 gen_nil:cons14_19 :: Nat -> nil:cons gen_c16:c17:c1815_19 :: Nat -> c16:c17:c18 Lemmas: EQ(gen_0':s12_19(n17_19), gen_0':s12_19(n17_19)) -> gen_c:c1:c2:c311_19(n17_19), rt in Omega(1 + n17_19) LE(gen_0':s12_19(n1023_19), gen_0':s12_19(n1023_19)) -> gen_c4:c5:c613_19(n1023_19), rt in Omega(1 + n1023_19) le(gen_0':s12_19(n1803_19), gen_0':s12_19(n1803_19)) -> true, rt in Omega(0) MIN(gen_nil:cons14_19(+(1, n2270_19))) -> *16_19, rt in Omega(n2270_19) eq(gen_0':s12_19(n7487_19), gen_0':s12_19(n7487_19)) -> true, rt in Omega(0) Generator Equations: gen_c:c1:c2:c311_19(0) <=> c gen_c:c1:c2:c311_19(+(x, 1)) <=> c3(gen_c:c1:c2:c311_19(x)) gen_0':s12_19(0) <=> 0' gen_0':s12_19(+(x, 1)) <=> s(gen_0':s12_19(x)) gen_c4:c5:c613_19(0) <=> c4 gen_c4:c5:c613_19(+(x, 1)) <=> c6(gen_c4:c5:c613_19(x)) gen_nil:cons14_19(0) <=> nil gen_nil:cons14_19(+(x, 1)) <=> cons(0', gen_nil:cons14_19(x)) gen_c16:c17:c1815_19(0) <=> c16 gen_c16:c17:c1815_19(+(x, 1)) <=> c18(gen_c16:c17:c1815_19(x), c12, c7) The following defined symbols remain to be analysed: REPLACE, SORT, replace, min, sort They will be analysed ascendingly in the following order: REPLACE < SORT replace < SORT min < SORT replace < sort min < sort ---------------------------------------- (101) RewriteLemmaProof (LOWER BOUND(ID)) Proved the following rewrite lemma: min(gen_nil:cons14_19(+(1, n9373_19))) -> gen_0':s12_19(0), rt in Omega(0) Induction Base: min(gen_nil:cons14_19(+(1, 0))) ->_R^Omega(0) 0' Induction Step: min(gen_nil:cons14_19(+(1, +(n9373_19, 1)))) ->_R^Omega(0) if_min(le(0', 0'), cons(0', cons(0', gen_nil:cons14_19(n9373_19)))) ->_L^Omega(0) if_min(true, cons(0', cons(0', gen_nil:cons14_19(n9373_19)))) ->_R^Omega(0) min(cons(0', gen_nil:cons14_19(n9373_19))) ->_IH gen_0':s12_19(0) We have rt in Omega(1) and sz in O(n). Thus, we have irc_R in Omega(n^0). ---------------------------------------- (102) Obligation: Innermost TRS: Rules: EQ(0', 0') -> c EQ(0', s(z0)) -> c1 EQ(s(z0), 0') -> c2 EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(0', z0) -> c4 LE(s(z0), 0') -> c5 LE(s(z0), s(z1)) -> c6(LE(z0, z1)) MIN(cons(0', nil)) -> c7 MIN(cons(s(z0), nil)) -> c8 MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) REPLACE(z0, nil) -> c12 REPLACE(z0, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(true, z0, cons(z2, z3)) -> c14 IF_REPLACE(false, z0, cons(z2, z3)) -> c15(REPLACE(z0, z3)) SORT(nil) -> c16 SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z1), MIN(cons(z0, z1))) eq(0', 0') -> true eq(0', s(z0)) -> false eq(s(z0), 0') -> false eq(s(z0), s(z1)) -> eq(z0, z1) le(0', z0) -> true le(s(z0), 0') -> false le(s(z0), s(z1)) -> le(z0, z1) min(cons(0', nil)) -> 0' min(cons(s(z0), nil)) -> s(z0) min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) sort(nil) -> nil sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) Types: EQ :: 0':s -> 0':s -> c:c1:c2:c3 0' :: 0':s c :: c:c1:c2:c3 s :: 0':s -> 0':s c1 :: c:c1:c2:c3 c2 :: c:c1:c2:c3 c3 :: c:c1:c2:c3 -> c:c1:c2:c3 LE :: 0':s -> 0':s -> c4:c5:c6 c4 :: c4:c5:c6 c5 :: c4:c5:c6 c6 :: c4:c5:c6 -> c4:c5:c6 MIN :: nil:cons -> c7:c8:c9 cons :: 0':s -> nil:cons -> nil:cons nil :: nil:cons c7 :: c7:c8:c9 c8 :: c7:c8:c9 c9 :: c10:c11 -> c4:c5:c6 -> c7:c8:c9 IF_MIN :: true:false -> nil:cons -> c10:c11 le :: 0':s -> 0':s -> true:false true :: true:false c10 :: c7:c8:c9 -> c10:c11 false :: true:false c11 :: c7:c8:c9 -> c10:c11 REPLACE :: 0':s -> nil:cons -> c12:c13 c12 :: c12:c13 c13 :: c14:c15 -> c:c1:c2:c3 -> c12:c13 IF_REPLACE :: true:false -> 0':s -> nil:cons -> c14:c15 eq :: 0':s -> 0':s -> true:false c14 :: c14:c15 c15 :: c12:c13 -> c14:c15 SORT :: nil:cons -> c16:c17:c18 c16 :: c16:c17:c18 c17 :: c7:c8:c9 -> c16:c17:c18 c18 :: c16:c17:c18 -> c12:c13 -> c7:c8:c9 -> c16:c17:c18 replace :: 0':s -> 0':s -> nil:cons -> nil:cons min :: nil:cons -> 0':s if_min :: true:false -> nil:cons -> 0':s if_replace :: true:false -> 0':s -> 0':s -> nil:cons -> nil:cons sort :: nil:cons -> nil:cons hole_c:c1:c2:c31_19 :: c:c1:c2:c3 hole_0':s2_19 :: 0':s hole_c4:c5:c63_19 :: c4:c5:c6 hole_c7:c8:c94_19 :: c7:c8:c9 hole_nil:cons5_19 :: nil:cons hole_c10:c116_19 :: c10:c11 hole_true:false7_19 :: true:false hole_c12:c138_19 :: c12:c13 hole_c14:c159_19 :: c14:c15 hole_c16:c17:c1810_19 :: c16:c17:c18 gen_c:c1:c2:c311_19 :: Nat -> c:c1:c2:c3 gen_0':s12_19 :: Nat -> 0':s gen_c4:c5:c613_19 :: Nat -> c4:c5:c6 gen_nil:cons14_19 :: Nat -> nil:cons gen_c16:c17:c1815_19 :: Nat -> c16:c17:c18 Lemmas: EQ(gen_0':s12_19(n17_19), gen_0':s12_19(n17_19)) -> gen_c:c1:c2:c311_19(n17_19), rt in Omega(1 + n17_19) LE(gen_0':s12_19(n1023_19), gen_0':s12_19(n1023_19)) -> gen_c4:c5:c613_19(n1023_19), rt in Omega(1 + n1023_19) le(gen_0':s12_19(n1803_19), gen_0':s12_19(n1803_19)) -> true, rt in Omega(0) MIN(gen_nil:cons14_19(+(1, n2270_19))) -> *16_19, rt in Omega(n2270_19) eq(gen_0':s12_19(n7487_19), gen_0':s12_19(n7487_19)) -> true, rt in Omega(0) min(gen_nil:cons14_19(+(1, n9373_19))) -> gen_0':s12_19(0), rt in Omega(0) Generator Equations: gen_c:c1:c2:c311_19(0) <=> c gen_c:c1:c2:c311_19(+(x, 1)) <=> c3(gen_c:c1:c2:c311_19(x)) gen_0':s12_19(0) <=> 0' gen_0':s12_19(+(x, 1)) <=> s(gen_0':s12_19(x)) gen_c4:c5:c613_19(0) <=> c4 gen_c4:c5:c613_19(+(x, 1)) <=> c6(gen_c4:c5:c613_19(x)) gen_nil:cons14_19(0) <=> nil gen_nil:cons14_19(+(x, 1)) <=> cons(0', gen_nil:cons14_19(x)) gen_c16:c17:c1815_19(0) <=> c16 gen_c16:c17:c1815_19(+(x, 1)) <=> c18(gen_c16:c17:c1815_19(x), c12, c7) The following defined symbols remain to be analysed: SORT, sort ---------------------------------------- (103) RewriteLemmaProof (LOWER BOUND(ID)) Proved the following rewrite lemma: SORT(gen_nil:cons14_19(+(1, n10227_19))) -> *16_19, rt in Omega(n10227_19 + n10227_19^2) Induction Base: SORT(gen_nil:cons14_19(+(1, 0))) Induction Step: SORT(gen_nil:cons14_19(+(1, +(n10227_19, 1)))) ->_R^Omega(1) c18(SORT(replace(min(cons(0', gen_nil:cons14_19(+(1, n10227_19)))), 0', gen_nil:cons14_19(+(1, n10227_19)))), REPLACE(min(cons(0', gen_nil:cons14_19(+(1, n10227_19)))), gen_nil:cons14_19(+(1, n10227_19))), MIN(cons(0', gen_nil:cons14_19(+(1, n10227_19))))) ->_L^Omega(0) c18(SORT(replace(gen_0':s12_19(0), 0', gen_nil:cons14_19(+(1, n10227_19)))), REPLACE(min(cons(0', gen_nil:cons14_19(+(1, n10227_19)))), gen_nil:cons14_19(+(1, n10227_19))), MIN(cons(0', gen_nil:cons14_19(+(1, n10227_19))))) ->_R^Omega(0) c18(SORT(if_replace(eq(gen_0':s12_19(0), 0'), gen_0':s12_19(0), 0', cons(0', gen_nil:cons14_19(n10227_19)))), REPLACE(min(cons(0', gen_nil:cons14_19(+(1, n10227_19)))), gen_nil:cons14_19(+(1, n10227_19))), MIN(cons(0', gen_nil:cons14_19(+(1, n10227_19))))) ->_L^Omega(0) c18(SORT(if_replace(true, gen_0':s12_19(0), 0', cons(0', gen_nil:cons14_19(n10227_19)))), REPLACE(min(cons(0', gen_nil:cons14_19(+(1, n10227_19)))), gen_nil:cons14_19(+(1, n10227_19))), MIN(cons(0', gen_nil:cons14_19(+(1, n10227_19))))) ->_R^Omega(0) c18(SORT(cons(0', gen_nil:cons14_19(n10227_19))), REPLACE(min(cons(0', gen_nil:cons14_19(+(1, n10227_19)))), gen_nil:cons14_19(+(1, n10227_19))), MIN(cons(0', gen_nil:cons14_19(+(1, n10227_19))))) ->_IH c18(*16_19, REPLACE(min(cons(0', gen_nil:cons14_19(+(1, n10227_19)))), gen_nil:cons14_19(+(1, n10227_19))), MIN(cons(0', gen_nil:cons14_19(+(1, n10227_19))))) ->_L^Omega(0) c18(*16_19, REPLACE(gen_0':s12_19(0), gen_nil:cons14_19(+(1, n10227_19))), MIN(cons(0', gen_nil:cons14_19(+(1, n10227_19))))) ->_R^Omega(1) c18(*16_19, c13(IF_REPLACE(eq(gen_0':s12_19(0), 0'), gen_0':s12_19(0), cons(0', gen_nil:cons14_19(n10227_19))), EQ(gen_0':s12_19(0), 0')), MIN(cons(0', gen_nil:cons14_19(+(1, n10227_19))))) ->_L^Omega(0) c18(*16_19, c13(IF_REPLACE(true, gen_0':s12_19(0), cons(0', gen_nil:cons14_19(n10227_19))), EQ(gen_0':s12_19(0), 0')), MIN(cons(0', gen_nil:cons14_19(+(1, n10227_19))))) ->_R^Omega(1) c18(*16_19, c13(c14, EQ(gen_0':s12_19(0), 0')), MIN(cons(0', gen_nil:cons14_19(+(1, n10227_19))))) ->_L^Omega(1) c18(*16_19, c13(c14, gen_c:c1:c2:c311_19(0)), MIN(cons(0', gen_nil:cons14_19(+(1, n10227_19))))) ->_R^Omega(1) c18(*16_19, c13(c14, gen_c:c1:c2:c311_19(0)), c9(IF_MIN(le(0', 0'), cons(0', cons(0', gen_nil:cons14_19(n10227_19)))), LE(0', 0'))) ->_L^Omega(0) c18(*16_19, c13(c14, gen_c:c1:c2:c311_19(0)), c9(IF_MIN(true, cons(0', cons(0', gen_nil:cons14_19(n10227_19)))), LE(0', 0'))) ->_R^Omega(1) c18(*16_19, c13(c14, gen_c:c1:c2:c311_19(0)), c9(c10(MIN(cons(0', gen_nil:cons14_19(n10227_19)))), LE(0', 0'))) ->_L^Omega(n10227_19) c18(*16_19, c13(c14, gen_c:c1:c2:c311_19(0)), c9(c10(*16_19), LE(0', 0'))) ->_L^Omega(1) c18(*16_19, c13(c14, gen_c:c1:c2:c311_19(0)), c9(c10(*16_19), gen_c4:c5:c613_19(0))) We have rt in Omega(n^2) and sz in O(n). Thus, we have irc_R in Omega(n^2). ---------------------------------------- (104) Complex Obligation (BEST) ---------------------------------------- (105) Obligation: Proved the lower bound n^2 for the following obligation: Innermost TRS: Rules: EQ(0', 0') -> c EQ(0', s(z0)) -> c1 EQ(s(z0), 0') -> c2 EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(0', z0) -> c4 LE(s(z0), 0') -> c5 LE(s(z0), s(z1)) -> c6(LE(z0, z1)) MIN(cons(0', nil)) -> c7 MIN(cons(s(z0), nil)) -> c8 MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) REPLACE(z0, nil) -> c12 REPLACE(z0, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(true, z0, cons(z2, z3)) -> c14 IF_REPLACE(false, z0, cons(z2, z3)) -> c15(REPLACE(z0, z3)) SORT(nil) -> c16 SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z1), MIN(cons(z0, z1))) eq(0', 0') -> true eq(0', s(z0)) -> false eq(s(z0), 0') -> false eq(s(z0), s(z1)) -> eq(z0, z1) le(0', z0) -> true le(s(z0), 0') -> false le(s(z0), s(z1)) -> le(z0, z1) min(cons(0', nil)) -> 0' min(cons(s(z0), nil)) -> s(z0) min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) sort(nil) -> nil sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) Types: EQ :: 0':s -> 0':s -> c:c1:c2:c3 0' :: 0':s c :: c:c1:c2:c3 s :: 0':s -> 0':s c1 :: c:c1:c2:c3 c2 :: c:c1:c2:c3 c3 :: c:c1:c2:c3 -> c:c1:c2:c3 LE :: 0':s -> 0':s -> c4:c5:c6 c4 :: c4:c5:c6 c5 :: c4:c5:c6 c6 :: c4:c5:c6 -> c4:c5:c6 MIN :: nil:cons -> c7:c8:c9 cons :: 0':s -> nil:cons -> nil:cons nil :: nil:cons c7 :: c7:c8:c9 c8 :: c7:c8:c9 c9 :: c10:c11 -> c4:c5:c6 -> c7:c8:c9 IF_MIN :: true:false -> nil:cons -> c10:c11 le :: 0':s -> 0':s -> true:false true :: true:false c10 :: c7:c8:c9 -> c10:c11 false :: true:false c11 :: c7:c8:c9 -> c10:c11 REPLACE :: 0':s -> nil:cons -> c12:c13 c12 :: c12:c13 c13 :: c14:c15 -> c:c1:c2:c3 -> c12:c13 IF_REPLACE :: true:false -> 0':s -> nil:cons -> c14:c15 eq :: 0':s -> 0':s -> true:false c14 :: c14:c15 c15 :: c12:c13 -> c14:c15 SORT :: nil:cons -> c16:c17:c18 c16 :: c16:c17:c18 c17 :: c7:c8:c9 -> c16:c17:c18 c18 :: c16:c17:c18 -> c12:c13 -> c7:c8:c9 -> c16:c17:c18 replace :: 0':s -> 0':s -> nil:cons -> nil:cons min :: nil:cons -> 0':s if_min :: true:false -> nil:cons -> 0':s if_replace :: true:false -> 0':s -> 0':s -> nil:cons -> nil:cons sort :: nil:cons -> nil:cons hole_c:c1:c2:c31_19 :: c:c1:c2:c3 hole_0':s2_19 :: 0':s hole_c4:c5:c63_19 :: c4:c5:c6 hole_c7:c8:c94_19 :: c7:c8:c9 hole_nil:cons5_19 :: nil:cons hole_c10:c116_19 :: c10:c11 hole_true:false7_19 :: true:false hole_c12:c138_19 :: c12:c13 hole_c14:c159_19 :: c14:c15 hole_c16:c17:c1810_19 :: c16:c17:c18 gen_c:c1:c2:c311_19 :: Nat -> c:c1:c2:c3 gen_0':s12_19 :: Nat -> 0':s gen_c4:c5:c613_19 :: Nat -> c4:c5:c6 gen_nil:cons14_19 :: Nat -> nil:cons gen_c16:c17:c1815_19 :: Nat -> c16:c17:c18 Lemmas: EQ(gen_0':s12_19(n17_19), gen_0':s12_19(n17_19)) -> gen_c:c1:c2:c311_19(n17_19), rt in Omega(1 + n17_19) LE(gen_0':s12_19(n1023_19), gen_0':s12_19(n1023_19)) -> gen_c4:c5:c613_19(n1023_19), rt in Omega(1 + n1023_19) le(gen_0':s12_19(n1803_19), gen_0':s12_19(n1803_19)) -> true, rt in Omega(0) MIN(gen_nil:cons14_19(+(1, n2270_19))) -> *16_19, rt in Omega(n2270_19) eq(gen_0':s12_19(n7487_19), gen_0':s12_19(n7487_19)) -> true, rt in Omega(0) min(gen_nil:cons14_19(+(1, n9373_19))) -> gen_0':s12_19(0), rt in Omega(0) Generator Equations: gen_c:c1:c2:c311_19(0) <=> c gen_c:c1:c2:c311_19(+(x, 1)) <=> c3(gen_c:c1:c2:c311_19(x)) gen_0':s12_19(0) <=> 0' gen_0':s12_19(+(x, 1)) <=> s(gen_0':s12_19(x)) gen_c4:c5:c613_19(0) <=> c4 gen_c4:c5:c613_19(+(x, 1)) <=> c6(gen_c4:c5:c613_19(x)) gen_nil:cons14_19(0) <=> nil gen_nil:cons14_19(+(x, 1)) <=> cons(0', gen_nil:cons14_19(x)) gen_c16:c17:c1815_19(0) <=> c16 gen_c16:c17:c1815_19(+(x, 1)) <=> c18(gen_c16:c17:c1815_19(x), c12, c7) The following defined symbols remain to be analysed: SORT, sort ---------------------------------------- (106) LowerBoundPropagationProof (FINISHED) Propagated lower bound. ---------------------------------------- (107) BOUNDS(n^2, INF) ---------------------------------------- (108) Obligation: Innermost TRS: Rules: EQ(0', 0') -> c EQ(0', s(z0)) -> c1 EQ(s(z0), 0') -> c2 EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(0', z0) -> c4 LE(s(z0), 0') -> c5 LE(s(z0), s(z1)) -> c6(LE(z0, z1)) MIN(cons(0', nil)) -> c7 MIN(cons(s(z0), nil)) -> c8 MIN(cons(z0, cons(z1, z2))) -> c9(IF_MIN(le(z0, z1), cons(z0, cons(z1, z2))), LE(z0, z1)) IF_MIN(true, cons(z0, cons(z1, z2))) -> c10(MIN(cons(z0, z2))) IF_MIN(false, cons(z0, cons(z1, z2))) -> c11(MIN(cons(z1, z2))) REPLACE(z0, nil) -> c12 REPLACE(z0, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(true, z0, cons(z2, z3)) -> c14 IF_REPLACE(false, z0, cons(z2, z3)) -> c15(REPLACE(z0, z3)) SORT(nil) -> c16 SORT(cons(z0, z1)) -> c17(MIN(cons(z0, z1))) SORT(cons(z0, z1)) -> c18(SORT(replace(min(cons(z0, z1)), z0, z1)), REPLACE(min(cons(z0, z1)), z1), MIN(cons(z0, z1))) eq(0', 0') -> true eq(0', s(z0)) -> false eq(s(z0), 0') -> false eq(s(z0), s(z1)) -> eq(z0, z1) le(0', z0) -> true le(s(z0), 0') -> false le(s(z0), s(z1)) -> le(z0, z1) min(cons(0', nil)) -> 0' min(cons(s(z0), nil)) -> s(z0) min(cons(z0, cons(z1, z2))) -> if_min(le(z0, z1), cons(z0, cons(z1, z2))) if_min(true, cons(z0, cons(z1, z2))) -> min(cons(z0, z2)) if_min(false, cons(z0, cons(z1, z2))) -> min(cons(z1, z2)) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) if_replace(true, z0, z1, cons(z2, z3)) -> cons(z1, z3) if_replace(false, z0, z1, cons(z2, z3)) -> cons(z2, replace(z0, z1, z3)) sort(nil) -> nil sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) Types: EQ :: 0':s -> 0':s -> c:c1:c2:c3 0' :: 0':s c :: c:c1:c2:c3 s :: 0':s -> 0':s c1 :: c:c1:c2:c3 c2 :: c:c1:c2:c3 c3 :: c:c1:c2:c3 -> c:c1:c2:c3 LE :: 0':s -> 0':s -> c4:c5:c6 c4 :: c4:c5:c6 c5 :: c4:c5:c6 c6 :: c4:c5:c6 -> c4:c5:c6 MIN :: nil:cons -> c7:c8:c9 cons :: 0':s -> nil:cons -> nil:cons nil :: nil:cons c7 :: c7:c8:c9 c8 :: c7:c8:c9 c9 :: c10:c11 -> c4:c5:c6 -> c7:c8:c9 IF_MIN :: true:false -> nil:cons -> c10:c11 le :: 0':s -> 0':s -> true:false true :: true:false c10 :: c7:c8:c9 -> c10:c11 false :: true:false c11 :: c7:c8:c9 -> c10:c11 REPLACE :: 0':s -> nil:cons -> c12:c13 c12 :: c12:c13 c13 :: c14:c15 -> c:c1:c2:c3 -> c12:c13 IF_REPLACE :: true:false -> 0':s -> nil:cons -> c14:c15 eq :: 0':s -> 0':s -> true:false c14 :: c14:c15 c15 :: c12:c13 -> c14:c15 SORT :: nil:cons -> c16:c17:c18 c16 :: c16:c17:c18 c17 :: c7:c8:c9 -> c16:c17:c18 c18 :: c16:c17:c18 -> c12:c13 -> c7:c8:c9 -> c16:c17:c18 replace :: 0':s -> 0':s -> nil:cons -> nil:cons min :: nil:cons -> 0':s if_min :: true:false -> nil:cons -> 0':s if_replace :: true:false -> 0':s -> 0':s -> nil:cons -> nil:cons sort :: nil:cons -> nil:cons hole_c:c1:c2:c31_19 :: c:c1:c2:c3 hole_0':s2_19 :: 0':s hole_c4:c5:c63_19 :: c4:c5:c6 hole_c7:c8:c94_19 :: c7:c8:c9 hole_nil:cons5_19 :: nil:cons hole_c10:c116_19 :: c10:c11 hole_true:false7_19 :: true:false hole_c12:c138_19 :: c12:c13 hole_c14:c159_19 :: c14:c15 hole_c16:c17:c1810_19 :: c16:c17:c18 gen_c:c1:c2:c311_19 :: Nat -> c:c1:c2:c3 gen_0':s12_19 :: Nat -> 0':s gen_c4:c5:c613_19 :: Nat -> c4:c5:c6 gen_nil:cons14_19 :: Nat -> nil:cons gen_c16:c17:c1815_19 :: Nat -> c16:c17:c18 Lemmas: EQ(gen_0':s12_19(n17_19), gen_0':s12_19(n17_19)) -> gen_c:c1:c2:c311_19(n17_19), rt in Omega(1 + n17_19) LE(gen_0':s12_19(n1023_19), gen_0':s12_19(n1023_19)) -> gen_c4:c5:c613_19(n1023_19), rt in Omega(1 + n1023_19) le(gen_0':s12_19(n1803_19), gen_0':s12_19(n1803_19)) -> true, rt in Omega(0) MIN(gen_nil:cons14_19(+(1, n2270_19))) -> *16_19, rt in Omega(n2270_19) eq(gen_0':s12_19(n7487_19), gen_0':s12_19(n7487_19)) -> true, rt in Omega(0) min(gen_nil:cons14_19(+(1, n9373_19))) -> gen_0':s12_19(0), rt in Omega(0) SORT(gen_nil:cons14_19(+(1, n10227_19))) -> *16_19, rt in Omega(n10227_19 + n10227_19^2) Generator Equations: gen_c:c1:c2:c311_19(0) <=> c gen_c:c1:c2:c311_19(+(x, 1)) <=> c3(gen_c:c1:c2:c311_19(x)) gen_0':s12_19(0) <=> 0' gen_0':s12_19(+(x, 1)) <=> s(gen_0':s12_19(x)) gen_c4:c5:c613_19(0) <=> c4 gen_c4:c5:c613_19(+(x, 1)) <=> c6(gen_c4:c5:c613_19(x)) gen_nil:cons14_19(0) <=> nil gen_nil:cons14_19(+(x, 1)) <=> cons(0', gen_nil:cons14_19(x)) gen_c16:c17:c1815_19(0) <=> c16 gen_c16:c17:c1815_19(+(x, 1)) <=> c18(gen_c16:c17:c1815_19(x), c12, c7) The following defined symbols remain to be analysed: sort ---------------------------------------- (109) RewriteLemmaProof (LOWER BOUND(ID)) Proved the following rewrite lemma: sort(gen_nil:cons14_19(+(1, n400026_19))) -> *16_19, rt in Omega(0) Induction Base: sort(gen_nil:cons14_19(+(1, 0))) Induction Step: sort(gen_nil:cons14_19(+(1, +(n400026_19, 1)))) ->_R^Omega(0) cons(min(cons(0', gen_nil:cons14_19(+(1, n400026_19)))), sort(replace(min(cons(0', gen_nil:cons14_19(+(1, n400026_19)))), 0', gen_nil:cons14_19(+(1, n400026_19))))) ->_L^Omega(0) cons(gen_0':s12_19(0), sort(replace(min(cons(0', gen_nil:cons14_19(+(1, n400026_19)))), 0', gen_nil:cons14_19(+(1, n400026_19))))) ->_L^Omega(0) cons(gen_0':s12_19(0), sort(replace(gen_0':s12_19(0), 0', gen_nil:cons14_19(+(1, n400026_19))))) ->_R^Omega(0) cons(gen_0':s12_19(0), sort(if_replace(eq(gen_0':s12_19(0), 0'), gen_0':s12_19(0), 0', cons(0', gen_nil:cons14_19(n400026_19))))) ->_L^Omega(0) cons(gen_0':s12_19(0), sort(if_replace(true, gen_0':s12_19(0), 0', cons(0', gen_nil:cons14_19(n400026_19))))) ->_R^Omega(0) cons(gen_0':s12_19(0), sort(cons(0', gen_nil:cons14_19(n400026_19)))) ->_IH cons(gen_0':s12_19(0), *16_19) We have rt in Omega(1) and sz in O(n). Thus, we have irc_R in Omega(n^0). ---------------------------------------- (110) BOUNDS(1, INF)