WORST_CASE(Omega(n^2),O(n^3)) proof of input_fLs38VTIPM.trs # AProVE Commit ID: 5b976082cb74a395683ed8cc7acf94bd611ab29f fuhs 20230524 unpublished The Runtime Complexity (parallel-innermost) of the given CpxTRS could be proven to be BOUNDS(n^2, n^3). (0) CpxTRS (1) CpxTrsToCdtProof [UPPER BOUND(ID), 0 ms] (2) CdtProblem (3) CdtLeafRemovalProof [BOTH BOUNDS(ID, ID), 0 ms] (4) CdtProblem (5) CdtUsableRulesProof [BOTH BOUNDS(ID, ID), 0 ms] (6) CdtProblem (7) CdtToCpxRelTrsProof [BOTH BOUNDS(ID, ID), 0 ms] (8) CpxRelTRS (9) RelTrsToWeightedTrsProof [BOTH BOUNDS(ID, ID), 0 ms] (10) CpxWeightedTrs (11) TypeInferenceProof [BOTH BOUNDS(ID, ID), 0 ms] (12) CpxTypedWeightedTrs (13) CompletionProof [UPPER BOUND(ID), 0 ms] (14) CpxTypedWeightedCompleteTrs (15) NarrowingProof [BOTH BOUNDS(ID, ID), 0 ms] (16) CpxTypedWeightedCompleteTrs (17) CpxTypedWeightedTrsToRntsProof [UPPER BOUND(ID), 0 ms] (18) CpxRNTS (19) SimplificationProof [BOTH BOUNDS(ID, ID), 0 ms] (20) CpxRNTS (21) CpxRntsAnalysisOrderProof [BOTH BOUNDS(ID, ID), 0 ms] (22) CpxRNTS (23) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (24) CpxRNTS (25) IntTrsBoundProof [UPPER BOUND(ID), 220 ms] (26) CpxRNTS (27) IntTrsBoundProof [UPPER BOUND(ID), 74 ms] (28) CpxRNTS (29) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (30) CpxRNTS (31) IntTrsBoundProof [UPPER BOUND(ID), 299 ms] (32) CpxRNTS (33) IntTrsBoundProof [UPPER BOUND(ID), 44 ms] (34) CpxRNTS (35) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (36) CpxRNTS (37) IntTrsBoundProof [UPPER BOUND(ID), 99 ms] (38) CpxRNTS (39) IntTrsBoundProof [UPPER BOUND(ID), 42 ms] (40) CpxRNTS (41) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (42) CpxRNTS (43) IntTrsBoundProof [UPPER BOUND(ID), 471 ms] (44) CpxRNTS (45) IntTrsBoundProof [UPPER BOUND(ID), 75 ms] (46) CpxRNTS (47) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (48) CpxRNTS (49) IntTrsBoundProof [UPPER BOUND(ID), 943 ms] (50) CpxRNTS (51) IntTrsBoundProof [UPPER BOUND(ID), 432 ms] (52) CpxRNTS (53) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (54) CpxRNTS (55) IntTrsBoundProof [UPPER BOUND(ID), 1322 ms] (56) CpxRNTS (57) IntTrsBoundProof [UPPER BOUND(ID), 655 ms] (58) CpxRNTS (59) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (60) CpxRNTS (61) IntTrsBoundProof [UPPER BOUND(ID), 612 ms] (62) CpxRNTS (63) IntTrsBoundProof [UPPER BOUND(ID), 230 ms] (64) CpxRNTS (65) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (66) CpxRNTS (67) IntTrsBoundProof [UPPER BOUND(ID), 1676 ms] (68) CpxRNTS (69) IntTrsBoundProof [UPPER BOUND(ID), 283 ms] (70) CpxRNTS (71) ResultPropagationProof [UPPER BOUND(ID), 0 ms] (72) CpxRNTS (73) IntTrsBoundProof [UPPER BOUND(ID), 1151 ms] (74) CpxRNTS (75) IntTrsBoundProof [UPPER BOUND(ID), 460 ms] (76) CpxRNTS (77) FinalProof [FINISHED, 0 ms] (78) BOUNDS(1, n^3) (79) CpxTrsToCdtProof [BOTH BOUNDS(ID, ID), 0 ms] (80) CdtProblem (81) CdtToCpxRelTrsProof [BOTH BOUNDS(ID, ID), 0 ms] (82) CpxRelTRS (83) RenamingProof [BOTH BOUNDS(ID, ID), 0 ms] (84) CpxRelTRS (85) TypeInferenceProof [BOTH BOUNDS(ID, ID), 0 ms] (86) typed CpxTrs (87) OrderProof [LOWER BOUND(ID), 6 ms] (88) typed CpxTrs (89) RewriteLemmaProof [LOWER BOUND(ID), 408 ms] (90) BEST (91) proven lower bound (92) LowerBoundPropagationProof [FINISHED, 0 ms] (93) BOUNDS(n^1, INF) (94) typed CpxTrs (95) RewriteLemmaProof [LOWER BOUND(ID), 146 ms] (96) typed CpxTrs (97) RewriteLemmaProof [LOWER BOUND(ID), 75 ms] (98) typed CpxTrs (99) RewriteLemmaProof [LOWER BOUND(ID), 634 ms] (100) typed CpxTrs (101) RewriteLemmaProof [LOWER BOUND(ID), 55 ms] (102) typed CpxTrs (103) RewriteLemmaProof [LOWER BOUND(ID), 81 ms] (104) typed CpxTrs (105) RewriteLemmaProof [LOWER BOUND(ID), 18.1 s] (106) BEST (107) proven lower bound (108) LowerBoundPropagationProof [FINISHED, 0 ms] (109) BOUNDS(n^2, INF) (110) typed CpxTrs (111) RewriteLemmaProof [LOWER BOUND(ID), 1197 ms] (112) BOUNDS(1, INF) ---------------------------------------- (0) Obligation: The Runtime Complexity (parallel-innermost) of the given CpxTRS could be proven to be BOUNDS(n^2, n^3). The TRS R consists of the following rules: eq(0, 0) -> true eq(0, s(m)) -> false eq(s(n), 0) -> false eq(s(n), s(m)) -> eq(n, m) le(0, m) -> true le(s(n), 0) -> false le(s(n), s(m)) -> le(n, m) min(cons(0, nil)) -> 0 min(cons(s(n), nil)) -> s(n) min(cons(n, cons(m, x))) -> if_min(le(n, m), cons(n, cons(m, x))) if_min(true, cons(n, cons(m, x))) -> min(cons(n, x)) if_min(false, cons(n, cons(m, x))) -> min(cons(m, x)) replace(n, m, nil) -> nil replace(n, m, cons(k, x)) -> if_replace(eq(n, k), n, m, cons(k, x)) if_replace(true, n, m, cons(k, x)) -> cons(m, x) if_replace(false, n, m, cons(k, x)) -> cons(k, replace(n, m, x)) sort(nil) -> nil sort(cons(n, x)) -> cons(min(cons(n, x)), sort(replace(min(cons(n, x)), n, x))) S is empty. Rewrite Strategy: PARALLEL_INNERMOST ---------------------------------------- (1) CpxTrsToCdtProof (UPPER BOUND(ID)) Converted Cpx (relative) TRS with rewrite strategy PARALLEL_INNERMOST to CDT ---------------------------------------- (2) Obligation: Complexity Dependency Tuples Problem 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))) Tuples: 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))) S tuples: 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))) K tuples:none Defined Rule Symbols: eq_2, le_2, min_1, if_min_2, replace_3, if_replace_4, sort_1 Defined Pair Symbols: EQ_2, LE_2, MIN_1, IF_MIN_2, REPLACE_3, IF_REPLACE_4, SORT_1 Compound Symbols: c, c1, c2, c3_1, c4, c5, c6_1, c7, c8, c9_2, c10_1, c11_1, c12, c13_2, c14, c15_1, c16, c17_1, c18_3 ---------------------------------------- (3) CdtLeafRemovalProof (BOTH BOUNDS(ID, ID)) Removed 10 trailing nodes: SORT(nil) -> c16 MIN(cons(s(z0), nil)) -> c8 LE(s(z0), 0) -> c5 EQ(0, s(z0)) -> c1 EQ(s(z0), 0) -> c2 LE(0, z0) -> c4 EQ(0, 0) -> c REPLACE(z0, z1, nil) -> c12 IF_REPLACE(true, z0, z1, cons(z2, z3)) -> c14 MIN(cons(0, nil)) -> c7 ---------------------------------------- (4) Obligation: Complexity Dependency Tuples Problem 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))) Tuples: EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(s(z0), s(z1)) -> c6(LE(z0, z1)) 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, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, z1, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(false, z0, z1, cons(z2, z3)) -> c15(REPLACE(z0, z1, z3)) 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))) S tuples: EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(s(z0), s(z1)) -> c6(LE(z0, z1)) 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, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, z1, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(false, z0, z1, cons(z2, z3)) -> c15(REPLACE(z0, z1, z3)) 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))) K tuples:none Defined Rule Symbols: eq_2, le_2, min_1, if_min_2, replace_3, if_replace_4, sort_1 Defined Pair Symbols: EQ_2, LE_2, MIN_1, IF_MIN_2, REPLACE_3, IF_REPLACE_4, SORT_1 Compound Symbols: c3_1, c6_1, c9_2, c10_1, c11_1, c13_2, c15_1, c17_1, c18_3 ---------------------------------------- (5) CdtUsableRulesProof (BOTH BOUNDS(ID, ID)) The following rules are not usable and were removed: sort(nil) -> nil sort(cons(z0, z1)) -> cons(min(cons(z0, z1)), sort(replace(min(cons(z0, z1)), z0, z1))) ---------------------------------------- (6) Obligation: Complexity Dependency Tuples Problem Rules: le(0, z0) -> true le(s(z0), 0) -> false le(s(z0), s(z1)) -> le(z0, z1) eq(0, 0) -> true eq(0, s(z0)) -> false eq(s(z0), 0) -> false eq(s(z0), s(z1)) -> eq(z0, z1) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) 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)) 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)) Tuples: EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(s(z0), s(z1)) -> c6(LE(z0, z1)) 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, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, z1, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(false, z0, z1, cons(z2, z3)) -> c15(REPLACE(z0, z1, z3)) 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))) S tuples: EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(s(z0), s(z1)) -> c6(LE(z0, z1)) 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, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, z1, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(false, z0, z1, cons(z2, z3)) -> c15(REPLACE(z0, z1, z3)) 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))) K tuples:none Defined Rule Symbols: le_2, eq_2, replace_3, min_1, if_min_2, if_replace_4 Defined Pair Symbols: EQ_2, LE_2, MIN_1, IF_MIN_2, REPLACE_3, IF_REPLACE_4, SORT_1 Compound Symbols: c3_1, c6_1, c9_2, c10_1, c11_1, c13_2, c15_1, c17_1, c18_3 ---------------------------------------- (7) CdtToCpxRelTrsProof (BOTH BOUNDS(ID, ID)) Converted S to standard rules, and D \ S as well as R to relative rules. ---------------------------------------- (8) Obligation: The Runtime Complexity (innermost) of the given CpxRelTRS could be proven to be BOUNDS(1, n^3). The TRS R consists of the following rules: EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) LE(s(z0), s(z1)) -> c6(LE(z0, z1)) 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, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, z1, cons(z2, z3)), EQ(z0, z2)) IF_REPLACE(false, z0, z1, cons(z2, z3)) -> c15(REPLACE(z0, z1, z3)) 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: le(0, z0) -> true le(s(z0), 0) -> false le(s(z0), s(z1)) -> le(z0, z1) eq(0, 0) -> true eq(0, s(z0)) -> false eq(s(z0), 0) -> false eq(s(z0), s(z1)) -> eq(z0, z1) replace(z0, z1, nil) -> nil replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) 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)) 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)) Rewrite Strategy: INNERMOST ---------------------------------------- (9) RelTrsToWeightedTrsProof (BOTH BOUNDS(ID, ID)) Transformed relative TRS to weighted TRS ---------------------------------------- (10) 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(s(z0), s(z1)) -> c3(EQ(z0, z1)) [1] LE(s(z0), s(z1)) -> c6(LE(z0, z1)) [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, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, z1, cons(z2, z3)), EQ(z0, z2)) [1] IF_REPLACE(false, z0, z1, cons(z2, z3)) -> c15(REPLACE(z0, z1, z3)) [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] le(0, z0) -> true [0] le(s(z0), 0) -> false [0] le(s(z0), s(z1)) -> le(z0, z1) [0] 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] replace(z0, z1, nil) -> nil [0] replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) [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] 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] Rewrite Strategy: INNERMOST ---------------------------------------- (11) TypeInferenceProof (BOTH BOUNDS(ID, ID)) Infered types. ---------------------------------------- (12) Obligation: Runtime Complexity Weighted TRS with Types. The TRS R consists of the following rules: EQ(s(z0), s(z1)) -> c3(EQ(z0, z1)) [1] LE(s(z0), s(z1)) -> c6(LE(z0, z1)) [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, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, z1, cons(z2, z3)), EQ(z0, z2)) [1] IF_REPLACE(false, z0, z1, cons(z2, z3)) -> c15(REPLACE(z0, z1, z3)) [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] le(0, z0) -> true [0] le(s(z0), 0) -> false [0] le(s(z0), s(z1)) -> le(z0, z1) [0] 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] replace(z0, z1, nil) -> nil [0] replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) [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] 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] The TRS has the following type information: EQ :: s:0 -> s:0 -> c3 s :: s:0 -> s:0 c3 :: c3 -> c3 LE :: s:0 -> s:0 -> c6 c6 :: c6 -> c6 MIN :: cons:nil -> c9 cons :: s:0 -> cons:nil -> cons:nil c9 :: c10:c11 -> c6 -> c9 IF_MIN :: true:false -> cons:nil -> c10:c11 le :: s:0 -> s:0 -> true:false true :: true:false c10 :: c9 -> c10:c11 false :: true:false c11 :: c9 -> c10:c11 REPLACE :: s:0 -> s:0 -> cons:nil -> c13 c13 :: c15 -> c3 -> c13 IF_REPLACE :: true:false -> s:0 -> s:0 -> cons:nil -> c15 eq :: s:0 -> s:0 -> true:false c15 :: c13 -> c15 SORT :: cons:nil -> c17:c18 c17 :: c9 -> c17:c18 c18 :: c17:c18 -> c13 -> c9 -> c17:c18 replace :: s:0 -> s:0 -> cons:nil -> cons:nil min :: cons:nil -> s:0 0 :: s:0 nil :: cons:nil if_replace :: true:false -> s:0 -> s:0 -> cons:nil -> cons:nil if_min :: true:false -> cons:nil -> s:0 Rewrite Strategy: INNERMOST ---------------------------------------- (13) 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: le_2 eq_2 replace_3 min_1 if_min_2 if_replace_4 Due to the following rules being added: le(v0, v1) -> null_le [0] eq(v0, v1) -> null_eq [0] replace(v0, v1, v2) -> nil [0] min(v0) -> 0 [0] if_min(v0, v1) -> 0 [0] if_replace(v0, v1, v2, v3) -> nil [0] And the following fresh constants: null_le, null_eq, const, const1, const2, const3, const4, const5, const6 ---------------------------------------- (14) 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(s(z0), s(z1)) -> c3(EQ(z0, z1)) [1] LE(s(z0), s(z1)) -> c6(LE(z0, z1)) [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, cons(z2, z3)) -> c13(IF_REPLACE(eq(z0, z2), z0, z1, cons(z2, z3)), EQ(z0, z2)) [1] IF_REPLACE(false, z0, z1, cons(z2, z3)) -> c15(REPLACE(z0, z1, z3)) [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] le(0, z0) -> true [0] le(s(z0), 0) -> false [0] le(s(z0), s(z1)) -> le(z0, z1) [0] 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] replace(z0, z1, nil) -> nil [0] replace(z0, z1, cons(z2, z3)) -> if_replace(eq(z0, z2), z0, z1, cons(z2, z3)) [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] 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] le(v0, v1) -> null_le [0] eq(v0, v1) -> null_eq [0] replace(v0, v1, v2) -> nil [0] min(v0) -> 0 [0] if_min(v0, v1) -> 0 [0] if_replace(v0, v1, v2, v3) -> nil [0] The TRS has the following type information: EQ :: s:0 -> s:0 -> c3 s :: s:0 -> s:0 c3 :: c3 -> c3 LE :: s:0 -> s:0 -> c6 c6 :: c6 -> c6 MIN :: cons:nil -> c9 cons :: s:0 -> cons:nil -> cons:nil c9 :: c10:c11 -> c6 -> c9 IF_MIN :: true:false:null_le:null_eq -> cons:nil -> c10:c11 le :: s:0 -> s:0 -> true:false:null_le:null_eq true :: true:false:null_le:null_eq c10 :: c9 -> c10:c11 false :: true:false:null_le:null_eq c11 :: c9 -> c10:c11 REPLACE :: s:0 -> s:0 -> cons:nil -> c13 c13 :: c15 -> c3 -> c13 IF_REPLACE :: true:false:null_le:null_eq -> s:0 -> s:0 -> cons:nil -> c15 eq :: s:0 -> s:0 -> true:false:null_le:null_eq c15 :: c13 -> c15 SORT :: cons:nil -> c17:c18 c17 :: c9 -> c17:c18 c18 :: c17:c18 -> c13 -> c9 -> c17:c18 replace :: s:0 -> s:0 -> cons:nil -> cons:nil min :: cons:nil -> s:0 0 :: s:0 nil :: cons:nil if_replace :: true:false:null_le:null_eq -> s:0 -> s:0 -> cons:nil -> cons:nil if_min :: true:false:null_le:null_eq -> cons:nil -> s:0 null_le :: true:false:null_le:null_eq null_eq :: true:false:null_le:null_eq const :: c3 const1 :: c6 const2 :: c9 const3 :: c10:c11 const4 :: c13 const5 :: c15 const6 :: c17:c18 Rewrite Strategy: INNERMOST ---------------------------------------- (15) NarrowingProof (BOTH BOUNDS(ID, ID)) Narrowed the inner basic terms of all right-hand sides by a single narrowing step. ---------------------------------------- (16) 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(s(z0), s(z1)) -> c3(EQ(z0, z1)) [1] LE(s(z0), s(z1)) -> c6(LE(z0, z1)) [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(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(false, z0, z1, cons(z2, z3)) -> c15(REPLACE(z0, z1, z3)) [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] le(0, z0) -> true [0] le(s(z0), 0) -> false [0] le(s(z0), s(z1)) -> le(z0, z1) [0] 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] 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(z06), z3)) -> if_replace(false, 0, z1, cons(s(z06), z3)) [0] replace(s(z07), z1, cons(0, z3)) -> if_replace(false, s(z07), z1, cons(0, z3)) [0] replace(s(z08), z1, cons(s(z13), z3)) -> if_replace(eq(z08, z13), s(z08), z1, cons(s(z13), z3)) [0] replace(z0, z1, cons(z2, z3)) -> if_replace(null_eq, z0, z1, cons(z2, z3)) [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(z09), cons(0, z2))) -> if_min(false, cons(s(z09), cons(0, z2))) [0] min(cons(s(z010), cons(s(z14), z2))) -> if_min(le(z010, z14), cons(s(z010), cons(s(z14), 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] 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] le(v0, v1) -> null_le [0] eq(v0, v1) -> null_eq [0] replace(v0, v1, v2) -> nil [0] min(v0) -> 0 [0] if_min(v0, v1) -> 0 [0] if_replace(v0, v1, v2, v3) -> nil [0] The TRS has the following type information: EQ :: s:0 -> s:0 -> c3 s :: s:0 -> s:0 c3 :: c3 -> c3 LE :: s:0 -> s:0 -> c6 c6 :: c6 -> c6 MIN :: cons:nil -> c9 cons :: s:0 -> cons:nil -> cons:nil c9 :: c10:c11 -> c6 -> c9 IF_MIN :: true:false:null_le:null_eq -> cons:nil -> c10:c11 le :: s:0 -> s:0 -> true:false:null_le:null_eq true :: true:false:null_le:null_eq c10 :: c9 -> c10:c11 false :: true:false:null_le:null_eq c11 :: c9 -> c10:c11 REPLACE :: s:0 -> s:0 -> cons:nil -> c13 c13 :: c15 -> c3 -> c13 IF_REPLACE :: true:false:null_le:null_eq -> s:0 -> s:0 -> cons:nil -> c15 eq :: s:0 -> s:0 -> true:false:null_le:null_eq c15 :: c13 -> c15 SORT :: cons:nil -> c17:c18 c17 :: c9 -> c17:c18 c18 :: c17:c18 -> c13 -> c9 -> c17:c18 replace :: s:0 -> s:0 -> cons:nil -> cons:nil min :: cons:nil -> s:0 0 :: s:0 nil :: cons:nil if_replace :: true:false:null_le:null_eq -> s:0 -> s:0 -> cons:nil -> cons:nil if_min :: true:false:null_le:null_eq -> cons:nil -> s:0 null_le :: true:false:null_le:null_eq null_eq :: true:false:null_le:null_eq const :: c3 const1 :: c6 const2 :: c9 const3 :: c10:c11 const4 :: c13 const5 :: c15 const6 :: c17:c18 Rewrite Strategy: INNERMOST ---------------------------------------- (17) CpxTypedWeightedTrsToRntsProof (UPPER BOUND(ID)) Transformed the TRS into an over-approximating RNTS by (improved) Size Abstraction. The constant constructors are abstracted as follows: true => 2 false => 1 0 => 0 nil => 0 null_le => 0 null_eq => 0 const => 0 const1 => 0 const2 => 0 const3 => 0 const4 => 0 const5 => 0 const6 => 0 ---------------------------------------- (18) Obligation: Complexity RNTS consisting of the following rules: 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 }-> 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 + LE(z0, z1) :|: z1 >= 0, z = 1 + z0, z0 >= 0, z' = 1 + z1 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 }-> 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 }-> 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(z010, z14), 1 + (1 + z010) + (1 + (1 + z14) + z2)) :|: z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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(z08, z13), 1 + z08, z1, 1 + (1 + z13) + z3) :|: z08 >= 0, z1 >= 0, z = 1 + z08, z' = z1, z'' = 1 + (1 + z13) + z3, z13 >= 0, z3 >= 0 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z1 >= 0, z06 >= 0, z' = z1, z = 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> if_replace(1, 1 + z07, z1, 1 + 0 + z3) :|: z1 >= 0, z'' = 1 + 0 + z3, z07 >= 0, z = 1 + z07, z' = z1, 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 ---------------------------------------- (19) SimplificationProof (BOTH BOUNDS(ID, ID)) Simplified the RNTS by moving equalities from the constraints into the right-hand sides. ---------------------------------------- (20) Obligation: Complexity RNTS consisting of the following rules: 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 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 }-> 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 }-> 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(z010, z14), 1 + (1 + z010) + (1 + (1 + z14) + z2)) :|: z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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, z13), 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 ---------------------------------------- (21) 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 } ---------------------------------------- (22) Obligation: Complexity RNTS consisting of the following rules: 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 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 }-> 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 }-> 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(z010, z14), 1 + (1 + z010) + (1 + (1 + z14) + z2)) :|: z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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, z13), 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {EQ}, {le}, {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} ---------------------------------------- (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 }-> 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 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 }-> 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 }-> 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(z010, z14), 1 + (1 + z010) + (1 + (1 + z14) + z2)) :|: z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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, z13), 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {EQ}, {le}, {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} ---------------------------------------- (25) 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: 0 ---------------------------------------- (26) Obligation: Complexity RNTS consisting of the following rules: 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 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 }-> 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 }-> 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(z010, z14), 1 + (1 + z010) + (1 + (1 + z14) + z2)) :|: z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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, z13), 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {EQ}, {le}, {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: ?, size: O(1) [0] ---------------------------------------- (27) IntTrsBoundProof (UPPER BOUND(ID)) Computed RUNTIME bound using CoFloCo for: EQ after applying outer abstraction to obtain an ITS, resulting in: O(n^1) with polynomial bound: z' ---------------------------------------- (28) Obligation: Complexity RNTS consisting of the following rules: 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 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 }-> 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 }-> 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(z010, z14), 1 + (1 + z010) + (1 + (1 + z14) + z2)) :|: z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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, z13), 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {le}, {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] ---------------------------------------- (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') -{ z' }-> 1 + s :|: s >= 0, s <= 0, 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 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'') -{ 2 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 0, 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)) + s' :|: s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 2 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 0, 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)) + s1 :|: s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 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(z010, z14), 1 + (1 + z010) + (1 + (1 + z14) + z2)) :|: z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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, z13), 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {le}, {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] ---------------------------------------- (31) 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 ---------------------------------------- (32) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ z' }-> 1 + s :|: s >= 0, s <= 0, 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 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'') -{ 2 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 0, 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)) + s' :|: s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 2 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 0, 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)) + s1 :|: s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 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(z010, z14), 1 + (1 + z010) + (1 + (1 + z14) + z2)) :|: z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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, z13), 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {le}, {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: ?, size: O(1) [2] ---------------------------------------- (33) 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 ---------------------------------------- (34) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ z' }-> 1 + s :|: s >= 0, s <= 0, 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 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'') -{ 2 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 0, 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)) + s' :|: s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 2 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 0, 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)) + s1 :|: s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 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(z010, z14), 1 + (1 + z010) + (1 + (1 + z14) + z2)) :|: z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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, z13), 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] ---------------------------------------- (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') -{ z' }-> 1 + s :|: s >= 0, s <= 0, 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 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'') -{ 2 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 0, 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)) + s' :|: s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 2 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 0, 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)) + s1 :|: s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 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 + z010) + (1 + (1 + z14) + z2)) :|: s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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, z13), 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] ---------------------------------------- (37) 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: 0 ---------------------------------------- (38) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ z' }-> 1 + s :|: s >= 0, s <= 0, 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 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'') -{ 2 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 0, 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)) + s' :|: s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 2 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 0, 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)) + s1 :|: s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 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 + z010) + (1 + (1 + z14) + z2)) :|: s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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, z13), 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {LE}, {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: ?, size: O(1) [0] ---------------------------------------- (39) IntTrsBoundProof (UPPER BOUND(ID)) Computed RUNTIME bound using CoFloCo for: LE after applying outer abstraction to obtain an ITS, resulting in: O(n^1) with polynomial bound: z' ---------------------------------------- (40) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ z' }-> 1 + s :|: s >= 0, s <= 0, 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ 1 }-> 1 + LE(z - 1, z' - 1) :|: z' - 1 >= 0, z - 1 >= 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'') -{ 2 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 0, 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)) + s' :|: s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 2 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 0, 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)) + s1 :|: s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 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 + z010) + (1 + (1 + z14) + z2)) :|: s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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, z13), 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] ---------------------------------------- (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') -{ z' }-> 1 + s :|: s >= 0, s <= 0, 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 2 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s14 :|: s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s12 :|: s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s13 :|: s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s15 :|: s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 2 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 0, 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)) + s' :|: s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 2 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 0, 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)) + s1 :|: s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 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 + z010) + (1 + (1 + z14) + z2)) :|: s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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, z13), 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] ---------------------------------------- (43) 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 ---------------------------------------- (44) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ z' }-> 1 + s :|: s >= 0, s <= 0, 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 2 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s14 :|: s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s12 :|: s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s13 :|: s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s15 :|: s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 2 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 0, 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)) + s' :|: s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 2 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 0, 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)) + s1 :|: s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 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 + z010) + (1 + (1 + z14) + z2)) :|: s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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, z13), 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {eq}, {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: ?, size: O(1) [2] ---------------------------------------- (45) 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 ---------------------------------------- (46) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ z' }-> 1 + s :|: s >= 0, s <= 0, 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 2 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s14 :|: s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s12 :|: s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s13 :|: s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s15 :|: s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 2 + z1'' }-> 1 + IF_REPLACE(eq(z - 1, z1''), 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s2 >= 0, s2 <= 0, 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)) + s' :|: s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 2 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 0, 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)) + s1 :|: s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 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 + z010) + (1 + (1 + z14) + z2)) :|: s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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, z13), 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: O(1) [0], size: O(1) [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') -{ z' }-> 1 + s :|: s >= 0, s <= 0, 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 2 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s14 :|: s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s12 :|: s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s13 :|: s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s15 :|: s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 2 + z1'' }-> 1 + IF_REPLACE(s16, 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s16 >= 0, s16 <= 2, s2 >= 0, s2 <= 0, 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)) + s' :|: s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 2 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 0, 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)) + s1 :|: s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 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 }-> s17 :|: s17 >= 0, s17 <= 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 + z010) + (1 + (1 + z14) + z2)) :|: s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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(s18, 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: s18 >= 0, s18 <= 2, z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: O(1) [0], size: O(1) [2] ---------------------------------------- (49) IntTrsBoundProof (UPPER BOUND(ID)) Computed SIZE bound using CoFloCo for: REPLACE after applying outer abstraction to obtain an ITS, resulting in: O(1) with polynomial bound: 0 Computed SIZE bound using CoFloCo for: IF_REPLACE after applying outer abstraction to obtain an ITS, resulting in: O(1) with polynomial bound: 1 ---------------------------------------- (50) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ z' }-> 1 + s :|: s >= 0, s <= 0, 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 2 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s14 :|: s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s12 :|: s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s13 :|: s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s15 :|: s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 2 + z1'' }-> 1 + IF_REPLACE(s16, 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s16 >= 0, s16 <= 2, s2 >= 0, s2 <= 0, 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)) + s' :|: s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 2 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 0, 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)) + s1 :|: s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 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 }-> s17 :|: s17 >= 0, s17 <= 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 + z010) + (1 + (1 + z14) + z2)) :|: s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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(s18, 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: s18 >= 0, s18 <= 2, z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {REPLACE,IF_REPLACE}, {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: ?, size: O(1) [0] IF_REPLACE: runtime: ?, size: O(1) [1] ---------------------------------------- (51) 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: 2 + 3*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: 3 + 3*z4 + z4^2 ---------------------------------------- (52) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ z' }-> 1 + s :|: s >= 0, s <= 0, 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 }-> 1 + REPLACE(z', z'', z3) :|: z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 2 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s14 :|: s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s12 :|: s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s13 :|: s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s15 :|: s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 2 + z1'' }-> 1 + IF_REPLACE(s16, 1 + (z - 1), z', 1 + (1 + z1'') + z3) + s2 :|: s16 >= 0, s16 <= 2, s2 >= 0, s2 <= 0, 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)) + s' :|: s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 2 + z01 }-> 1 + IF_REPLACE(1, 0, z', 1 + (1 + z01) + z3) + s'' :|: s'' >= 0, s'' <= 0, 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)) + s1 :|: s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 1 + z2 }-> 1 + IF_REPLACE(0, z, z', 1 + z2 + z3) + s3 :|: s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 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 }-> s17 :|: s17 >= 0, s17 <= 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 + z010) + (1 + (1 + z14) + z2)) :|: s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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(s18, 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: s18 >= 0, s18 <= 2, z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [2 + 3*z'' + z''^2], size: O(1) [0] IF_REPLACE: runtime: O(n^2) [3 + 3*z4 + z4^2], size: O(1) [1] ---------------------------------------- (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') -{ z' }-> 1 + s :|: s >= 0, s <= 0, 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) -{ 3 + 3*z3 + z3^2 }-> 1 + s24 :|: s24 >= 0, s24 <= 0, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 2 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s14 :|: s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s12 :|: s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s13 :|: s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s15 :|: s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s19 + s' :|: s19 >= 0, s19 <= 1, s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z01 + 2*z01*z3 + z01^2 + 7*z3 + z3^2 }-> 1 + s20 + s'' :|: s20 >= 0, s20 <= 1, s'' >= 0, s'' <= 0, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s21 + s1 :|: s21 >= 0, s21 <= 1, s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z1'' + 2*z1''*z3 + z1''^2 + 7*z3 + z3^2 }-> 1 + s22 + s2 :|: s22 >= 0, s22 <= 1, s16 >= 0, s16 <= 2, s2 >= 0, s2 <= 0, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 8 + 6*z2 + 2*z2*z3 + z2^2 + 5*z3 + z3^2 }-> 1 + s23 + s3 :|: s23 >= 0, s23 <= 1, s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 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) -{ 7 + 5*z11 + 2*z11*z2' + z11^2 + 5*z2' + z2'^2 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + s28 + MIN(1 + z0 + (1 + z11 + z2')) :|: s28 >= 0, s28 <= 0, s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 3 + 3*z1 + z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s30 + MIN(1 + z0 + z1) :|: s30 >= 0, s30 <= 0, 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) -{ 3 }-> 1 + SORT(replace(0, 0, 0)) + s25 + MIN(1 + 0 + 0) :|: s25 >= 0, s25 <= 0, z = 1 + 0 + 0 SORT(z) -{ 3 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s29 + MIN(1 + (1 + (z - 2)) + 0) :|: s29 >= 0, s29 <= 0, z - 2 >= 0 SORT(z) -{ 3 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s26 + MIN(1 + (1 + (z - 2)) + 0) :|: s26 >= 0, s26 <= 0, z - 2 >= 0 SORT(z) -{ 3 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + MIN(1 + (1 + (z - 2)) + 0) :|: s27 >= 0, s27 <= 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s17 :|: s17 >= 0, s17 <= 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 + z010) + (1 + (1 + z14) + z2)) :|: s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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(s18, 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: s18 >= 0, s18 <= 2, z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [2 + 3*z'' + z''^2], size: O(1) [0] IF_REPLACE: runtime: O(n^2) [3 + 3*z4 + z4^2], size: O(1) [1] ---------------------------------------- (55) IntTrsBoundProof (UPPER BOUND(ID)) Computed SIZE bound using CoFloCo for: IF_MIN after applying outer abstraction to obtain an ITS, resulting in: O(1) with polynomial bound: 0 Computed SIZE bound using CoFloCo for: MIN after applying outer abstraction to obtain an ITS, resulting in: O(1) with polynomial bound: 1 ---------------------------------------- (56) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ z' }-> 1 + s :|: s >= 0, s <= 0, 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) -{ 3 + 3*z3 + z3^2 }-> 1 + s24 :|: s24 >= 0, s24 <= 0, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 2 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s14 :|: s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s12 :|: s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s13 :|: s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s15 :|: s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s19 + s' :|: s19 >= 0, s19 <= 1, s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z01 + 2*z01*z3 + z01^2 + 7*z3 + z3^2 }-> 1 + s20 + s'' :|: s20 >= 0, s20 <= 1, s'' >= 0, s'' <= 0, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s21 + s1 :|: s21 >= 0, s21 <= 1, s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z1'' + 2*z1''*z3 + z1''^2 + 7*z3 + z3^2 }-> 1 + s22 + s2 :|: s22 >= 0, s22 <= 1, s16 >= 0, s16 <= 2, s2 >= 0, s2 <= 0, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 8 + 6*z2 + 2*z2*z3 + z2^2 + 5*z3 + z3^2 }-> 1 + s23 + s3 :|: s23 >= 0, s23 <= 1, s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 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) -{ 7 + 5*z11 + 2*z11*z2' + z11^2 + 5*z2' + z2'^2 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + s28 + MIN(1 + z0 + (1 + z11 + z2')) :|: s28 >= 0, s28 <= 0, s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 3 + 3*z1 + z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s30 + MIN(1 + z0 + z1) :|: s30 >= 0, s30 <= 0, 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) -{ 3 }-> 1 + SORT(replace(0, 0, 0)) + s25 + MIN(1 + 0 + 0) :|: s25 >= 0, s25 <= 0, z = 1 + 0 + 0 SORT(z) -{ 3 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s29 + MIN(1 + (1 + (z - 2)) + 0) :|: s29 >= 0, s29 <= 0, z - 2 >= 0 SORT(z) -{ 3 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s26 + MIN(1 + (1 + (z - 2)) + 0) :|: s26 >= 0, s26 <= 0, z - 2 >= 0 SORT(z) -{ 3 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + MIN(1 + (1 + (z - 2)) + 0) :|: s27 >= 0, s27 <= 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s17 :|: s17 >= 0, s17 <= 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 + z010) + (1 + (1 + z14) + z2)) :|: s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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(s18, 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: s18 >= 0, s18 <= 2, z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {IF_MIN,MIN}, {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [2 + 3*z'' + z''^2], size: O(1) [0] IF_REPLACE: runtime: O(n^2) [3 + 3*z4 + z4^2], size: O(1) [1] IF_MIN: runtime: ?, size: O(1) [0] MIN: runtime: ?, size: O(1) [1] ---------------------------------------- (57) 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: 13 + 8*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: 178 + 139*z + 26*z^2 ---------------------------------------- (58) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ z' }-> 1 + s :|: s >= 0, s <= 0, 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) -{ 3 + 3*z3 + z3^2 }-> 1 + s24 :|: s24 >= 0, s24 <= 0, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 2 + z1' }-> 1 + IF_MIN(s4, 1 + (1 + z0'') + (1 + (1 + z1') + z2)) + s14 :|: s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(2, 1 + 0 + (1 + z1 + z2)) + s12 :|: s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 1 }-> 1 + IF_MIN(1, 1 + (1 + z0') + (1 + 0 + z2)) + s13 :|: s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 1 + z1 }-> 1 + IF_MIN(0, 1 + z0 + (1 + z1 + z2)) + s15 :|: s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s19 + s' :|: s19 >= 0, s19 <= 1, s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z01 + 2*z01*z3 + z01^2 + 7*z3 + z3^2 }-> 1 + s20 + s'' :|: s20 >= 0, s20 <= 1, s'' >= 0, s'' <= 0, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s21 + s1 :|: s21 >= 0, s21 <= 1, s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z1'' + 2*z1''*z3 + z1''^2 + 7*z3 + z3^2 }-> 1 + s22 + s2 :|: s22 >= 0, s22 <= 1, s16 >= 0, s16 <= 2, s2 >= 0, s2 <= 0, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 8 + 6*z2 + 2*z2*z3 + z2^2 + 5*z3 + z3^2 }-> 1 + s23 + s3 :|: s23 >= 0, s23 <= 1, s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 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) -{ 7 + 5*z11 + 2*z11*z2' + z11^2 + 5*z2' + z2'^2 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + s28 + MIN(1 + z0 + (1 + z11 + z2')) :|: s28 >= 0, s28 <= 0, s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 3 + 3*z1 + z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s30 + MIN(1 + z0 + z1) :|: s30 >= 0, s30 <= 0, 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) -{ 3 }-> 1 + SORT(replace(0, 0, 0)) + s25 + MIN(1 + 0 + 0) :|: s25 >= 0, s25 <= 0, z = 1 + 0 + 0 SORT(z) -{ 3 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s29 + MIN(1 + (1 + (z - 2)) + 0) :|: s29 >= 0, s29 <= 0, z - 2 >= 0 SORT(z) -{ 3 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s26 + MIN(1 + (1 + (z - 2)) + 0) :|: s26 >= 0, s26 <= 0, z - 2 >= 0 SORT(z) -{ 3 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + MIN(1 + (1 + (z - 2)) + 0) :|: s27 >= 0, s27 <= 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s17 :|: s17 >= 0, s17 <= 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 + z010) + (1 + (1 + z14) + z2)) :|: s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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(s18, 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: s18 >= 0, s18 <= 2, z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [2 + 3*z'' + z''^2], size: O(1) [0] IF_REPLACE: runtime: O(n^2) [3 + 3*z4 + z4^2], size: O(1) [1] IF_MIN: runtime: O(n^2) [13 + 8*z' + z'^2], size: O(1) [0] MIN: runtime: O(n^2) [178 + 139*z + 26*z^2], size: O(1) [1] ---------------------------------------- (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') -{ z' }-> 1 + s :|: s >= 0, s <= 0, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 344 + 191*z0 + 52*z0*z2 + 26*z0^2 + 191*z2 + 26*z2^2 }-> 1 + s35 :|: s35 >= 0, s35 <= 1, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 344 + 191*z1 + 52*z1*z2 + 26*z1^2 + 191*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 1, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 3 + 3*z3 + z3^2 }-> 1 + s24 :|: s24 >= 0, s24 <= 0, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 34 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s31 + s12 :|: s31 >= 0, s31 <= 0, s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 47 + 14*z0' + 2*z0'*z2 + z0'^2 + 14*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 0, s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 63 + 16*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 17*z1' + 2*z1'*z2 + z1'^2 + 16*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 0, s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 34 + 12*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 0, s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s19 + s' :|: s19 >= 0, s19 <= 1, s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z01 + 2*z01*z3 + z01^2 + 7*z3 + z3^2 }-> 1 + s20 + s'' :|: s20 >= 0, s20 <= 1, s'' >= 0, s'' <= 0, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s21 + s1 :|: s21 >= 0, s21 <= 1, s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z1'' + 2*z1''*z3 + z1''^2 + 7*z3 + z3^2 }-> 1 + s22 + s2 :|: s22 >= 0, s22 <= 1, s16 >= 0, s16 <= 2, s2 >= 0, s2 <= 0, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 8 + 6*z2 + 2*z2*z3 + z2^2 + 5*z3 + z3^2 }-> 1 + s23 + s3 :|: s23 >= 0, s23 <= 1, s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 344 + 191*z0 + 52*z0*z1 + 26*z0^2 + 191*z1 + 26*z1^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 561 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 243*z11 + 52*z11*z2' + 26*z11^2 + 243*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') + s41 :|: s41 >= 0, s41 <= 1, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 567 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 248*z11 + 54*z11*z2' + 27*z11^2 + 248*z2' + 27*z2'^2 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + s28 + s42 :|: s42 >= 0, s42 <= 1, s28 >= 0, s28 <= 0, s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 346 + 191*z0 + 52*z0*z1 + 26*z0^2 + 194*z1 + 27*z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s30 + s45 :|: s45 >= 0, s45 <= 1, s30 >= 0, s30 <= 0, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 561 + 243*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 243*z12 + 52*z12*z2'' + 26*z12^2 + 243*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'') + s44 :|: s44 >= 0, s44 <= 1, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 346 }-> 1 + SORT(replace(0, 0, 0)) + s25 + s38 :|: s38 >= 0, s38 <= 1, s25 >= 0, s25 <= 0, z = 1 + 0 + 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s29 + s43 :|: s43 >= 0, s43 <= 1, s29 >= 0, s29 <= 0, z - 2 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s26 + s39 :|: s39 >= 0, s39 <= 1, s26 >= 0, s26 <= 0, z - 2 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + s40 :|: s40 >= 0, s40 <= 1, s27 >= 0, s27 <= 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s17 :|: s17 >= 0, s17 <= 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 + z010) + (1 + (1 + z14) + z2)) :|: s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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(s18, 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: s18 >= 0, s18 <= 2, z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [2 + 3*z'' + z''^2], size: O(1) [0] IF_REPLACE: runtime: O(n^2) [3 + 3*z4 + z4^2], size: O(1) [1] IF_MIN: runtime: O(n^2) [13 + 8*z' + z'^2], size: O(1) [0] MIN: runtime: O(n^2) [178 + 139*z + 26*z^2], size: O(1) [1] ---------------------------------------- (61) 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' ---------------------------------------- (62) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ z' }-> 1 + s :|: s >= 0, s <= 0, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 344 + 191*z0 + 52*z0*z2 + 26*z0^2 + 191*z2 + 26*z2^2 }-> 1 + s35 :|: s35 >= 0, s35 <= 1, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 344 + 191*z1 + 52*z1*z2 + 26*z1^2 + 191*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 1, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 3 + 3*z3 + z3^2 }-> 1 + s24 :|: s24 >= 0, s24 <= 0, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 34 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s31 + s12 :|: s31 >= 0, s31 <= 0, s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 47 + 14*z0' + 2*z0'*z2 + z0'^2 + 14*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 0, s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 63 + 16*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 17*z1' + 2*z1'*z2 + z1'^2 + 16*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 0, s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 34 + 12*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 0, s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s19 + s' :|: s19 >= 0, s19 <= 1, s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z01 + 2*z01*z3 + z01^2 + 7*z3 + z3^2 }-> 1 + s20 + s'' :|: s20 >= 0, s20 <= 1, s'' >= 0, s'' <= 0, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s21 + s1 :|: s21 >= 0, s21 <= 1, s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z1'' + 2*z1''*z3 + z1''^2 + 7*z3 + z3^2 }-> 1 + s22 + s2 :|: s22 >= 0, s22 <= 1, s16 >= 0, s16 <= 2, s2 >= 0, s2 <= 0, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 8 + 6*z2 + 2*z2*z3 + z2^2 + 5*z3 + z3^2 }-> 1 + s23 + s3 :|: s23 >= 0, s23 <= 1, s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 344 + 191*z0 + 52*z0*z1 + 26*z0^2 + 191*z1 + 26*z1^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 561 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 243*z11 + 52*z11*z2' + 26*z11^2 + 243*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') + s41 :|: s41 >= 0, s41 <= 1, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 567 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 248*z11 + 54*z11*z2' + 27*z11^2 + 248*z2' + 27*z2'^2 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + s28 + s42 :|: s42 >= 0, s42 <= 1, s28 >= 0, s28 <= 0, s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 346 + 191*z0 + 52*z0*z1 + 26*z0^2 + 194*z1 + 27*z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s30 + s45 :|: s45 >= 0, s45 <= 1, s30 >= 0, s30 <= 0, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 561 + 243*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 243*z12 + 52*z12*z2'' + 26*z12^2 + 243*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'') + s44 :|: s44 >= 0, s44 <= 1, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 346 }-> 1 + SORT(replace(0, 0, 0)) + s25 + s38 :|: s38 >= 0, s38 <= 1, s25 >= 0, s25 <= 0, z = 1 + 0 + 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s29 + s43 :|: s43 >= 0, s43 <= 1, s29 >= 0, s29 <= 0, z - 2 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s26 + s39 :|: s39 >= 0, s39 <= 1, s26 >= 0, s26 <= 0, z - 2 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + s40 :|: s40 >= 0, s40 <= 1, s27 >= 0, s27 <= 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s17 :|: s17 >= 0, s17 <= 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 + z010) + (1 + (1 + z14) + z2)) :|: s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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(s18, 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: s18 >= 0, s18 <= 2, z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {min,if_min}, {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [2 + 3*z'' + z''^2], size: O(1) [0] IF_REPLACE: runtime: O(n^2) [3 + 3*z4 + z4^2], size: O(1) [1] IF_MIN: runtime: O(n^2) [13 + 8*z' + z'^2], size: O(1) [0] MIN: runtime: O(n^2) [178 + 139*z + 26*z^2], size: O(1) [1] min: runtime: ?, size: O(n^1) [z] if_min: runtime: ?, size: O(n^1) [z'] ---------------------------------------- (63) 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 ---------------------------------------- (64) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ z' }-> 1 + s :|: s >= 0, s <= 0, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 344 + 191*z0 + 52*z0*z2 + 26*z0^2 + 191*z2 + 26*z2^2 }-> 1 + s35 :|: s35 >= 0, s35 <= 1, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 344 + 191*z1 + 52*z1*z2 + 26*z1^2 + 191*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 1, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 3 + 3*z3 + z3^2 }-> 1 + s24 :|: s24 >= 0, s24 <= 0, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 34 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s31 + s12 :|: s31 >= 0, s31 <= 0, s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 47 + 14*z0' + 2*z0'*z2 + z0'^2 + 14*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 0, s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 63 + 16*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 17*z1' + 2*z1'*z2 + z1'^2 + 16*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 0, s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 34 + 12*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 0, s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s19 + s' :|: s19 >= 0, s19 <= 1, s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z01 + 2*z01*z3 + z01^2 + 7*z3 + z3^2 }-> 1 + s20 + s'' :|: s20 >= 0, s20 <= 1, s'' >= 0, s'' <= 0, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s21 + s1 :|: s21 >= 0, s21 <= 1, s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z1'' + 2*z1''*z3 + z1''^2 + 7*z3 + z3^2 }-> 1 + s22 + s2 :|: s22 >= 0, s22 <= 1, s16 >= 0, s16 <= 2, s2 >= 0, s2 <= 0, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 8 + 6*z2 + 2*z2*z3 + z2^2 + 5*z3 + z3^2 }-> 1 + s23 + s3 :|: s23 >= 0, s23 <= 1, s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 344 + 191*z0 + 52*z0*z1 + 26*z0^2 + 191*z1 + 26*z1^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 561 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 243*z11 + 52*z11*z2' + 26*z11^2 + 243*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') + s41 :|: s41 >= 0, s41 <= 1, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 567 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 248*z11 + 54*z11*z2' + 27*z11^2 + 248*z2' + 27*z2'^2 }-> 1 + SORT(replace(if_min(s7, 1 + z0 + (1 + z11 + z2')), z0, 1 + z11 + z2')) + s28 + s42 :|: s42 >= 0, s42 <= 1, s28 >= 0, s28 <= 0, s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 346 + 191*z0 + 52*z0*z1 + 26*z0^2 + 194*z1 + 27*z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s30 + s45 :|: s45 >= 0, s45 <= 1, s30 >= 0, s30 <= 0, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 561 + 243*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 243*z12 + 52*z12*z2'' + 26*z12^2 + 243*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'') + s44 :|: s44 >= 0, s44 <= 1, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 346 }-> 1 + SORT(replace(0, 0, 0)) + s25 + s38 :|: s38 >= 0, s38 <= 1, s25 >= 0, s25 <= 0, z = 1 + 0 + 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s29 + s43 :|: s43 >= 0, s43 <= 1, s29 >= 0, s29 <= 0, z - 2 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s26 + s39 :|: s39 >= 0, s39 <= 1, s26 >= 0, s26 <= 0, z - 2 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + s40 :|: s40 >= 0, s40 <= 1, s27 >= 0, s27 <= 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s17 :|: s17 >= 0, s17 <= 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 + z010) + (1 + (1 + z14) + z2)) :|: s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 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 + z09) + (1 + 0 + z2)) :|: z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 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(s18, 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: s18 >= 0, s18 <= 2, z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [2 + 3*z'' + z''^2], size: O(1) [0] IF_REPLACE: runtime: O(n^2) [3 + 3*z4 + z4^2], size: O(1) [1] IF_MIN: runtime: O(n^2) [13 + 8*z' + z'^2], size: O(1) [0] MIN: runtime: O(n^2) [178 + 139*z + 26*z^2], size: O(1) [1] min: runtime: O(1) [0], size: O(n^1) [z] if_min: runtime: O(1) [0], size: O(n^1) [z'] ---------------------------------------- (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') -{ z' }-> 1 + s :|: s >= 0, s <= 0, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 344 + 191*z0 + 52*z0*z2 + 26*z0^2 + 191*z2 + 26*z2^2 }-> 1 + s35 :|: s35 >= 0, s35 <= 1, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 344 + 191*z1 + 52*z1*z2 + 26*z1^2 + 191*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 1, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 3 + 3*z3 + z3^2 }-> 1 + s24 :|: s24 >= 0, s24 <= 0, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 34 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s31 + s12 :|: s31 >= 0, s31 <= 0, s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 47 + 14*z0' + 2*z0'*z2 + z0'^2 + 14*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 0, s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 63 + 16*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 17*z1' + 2*z1'*z2 + z1'^2 + 16*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 0, s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 34 + 12*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 0, s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s19 + s' :|: s19 >= 0, s19 <= 1, s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z01 + 2*z01*z3 + z01^2 + 7*z3 + z3^2 }-> 1 + s20 + s'' :|: s20 >= 0, s20 <= 1, s'' >= 0, s'' <= 0, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s21 + s1 :|: s21 >= 0, s21 <= 1, s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z1'' + 2*z1''*z3 + z1''^2 + 7*z3 + z3^2 }-> 1 + s22 + s2 :|: s22 >= 0, s22 <= 1, s16 >= 0, s16 <= 2, s2 >= 0, s2 <= 0, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 8 + 6*z2 + 2*z2*z3 + z2^2 + 5*z3 + z3^2 }-> 1 + s23 + s3 :|: s23 >= 0, s23 <= 1, s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 344 + 191*z0 + 52*z0*z1 + 26*z0^2 + 191*z1 + 26*z1^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 567 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 248*z11 + 54*z11*z2' + 27*z11^2 + 248*z2' + 27*z2'^2 }-> 1 + SORT(replace(s46, z0, 1 + z11 + z2')) + s48 + s41 :|: s46 >= 0, s46 <= 1 + z0 + (1 + z11 + z2'), s47 >= 0, s47 <= 1 + z0 + (1 + z11 + z2'), s48 >= 0, s48 <= 0, s41 >= 0, s41 <= 1, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 567 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 248*z11 + 54*z11*z2' + 27*z11^2 + 248*z2' + 27*z2'^2 }-> 1 + SORT(replace(s49, z0, 1 + z11 + z2')) + s28 + s42 :|: s49 >= 0, s49 <= 1 + z0 + (1 + z11 + z2'), s42 >= 0, s42 <= 1, s28 >= 0, s28 <= 0, s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 346 + 191*z0 + 52*z0*z1 + 26*z0^2 + 194*z1 + 27*z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s30 + s45 :|: s45 >= 0, s45 <= 1, s30 >= 0, s30 <= 0, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 567 + 243*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 248*z12 + 54*z12*z2'' + 27*z12^2 + 248*z2'' + 27*z2''^2 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + s51 + s44 :|: s50 >= 0, s50 <= 1 + z0 + (1 + z12 + z2''), s51 >= 0, s51 <= 0, s44 >= 0, s44 <= 1, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 346 }-> 1 + SORT(replace(0, 0, 0)) + s25 + s38 :|: s38 >= 0, s38 <= 1, s25 >= 0, s25 <= 0, z = 1 + 0 + 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s29 + s43 :|: s43 >= 0, s43 <= 1, s29 >= 0, s29 <= 0, z - 2 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s26 + s39 :|: s39 >= 0, s39 <= 1, s26 >= 0, s26 <= 0, z - 2 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + s40 :|: s40 >= 0, s40 <= 1, s27 >= 0, s27 <= 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s17 :|: s17 >= 0, s17 <= 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 }-> s56 :|: s56 >= 0, s56 <= 1 + z0 + z2, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> s57 :|: s57 >= 0, s57 <= 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 }-> s52 :|: s52 >= 0, s52 <= 1 + 0 + (1 + z1 + z2), z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> s53 :|: s53 >= 0, s53 <= 1 + (1 + z09) + (1 + 0 + z2), z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 0, z2 >= 0 min(z) -{ 0 }-> s54 :|: s54 >= 0, s54 <= 1 + (1 + z010) + (1 + (1 + z14) + z2), s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 0, z2 >= 0 min(z) -{ 0 }-> s55 :|: s55 >= 0, s55 <= 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(s18, 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: s18 >= 0, s18 <= 2, z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [2 + 3*z'' + z''^2], size: O(1) [0] IF_REPLACE: runtime: O(n^2) [3 + 3*z4 + z4^2], size: O(1) [1] IF_MIN: runtime: O(n^2) [13 + 8*z' + z'^2], size: O(1) [0] MIN: runtime: O(n^2) [178 + 139*z + 26*z^2], size: O(1) [1] min: runtime: O(1) [0], size: O(n^1) [z] if_min: runtime: O(1) [0], size: O(n^1) [z'] ---------------------------------------- (67) 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 ---------------------------------------- (68) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ z' }-> 1 + s :|: s >= 0, s <= 0, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 344 + 191*z0 + 52*z0*z2 + 26*z0^2 + 191*z2 + 26*z2^2 }-> 1 + s35 :|: s35 >= 0, s35 <= 1, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 344 + 191*z1 + 52*z1*z2 + 26*z1^2 + 191*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 1, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 3 + 3*z3 + z3^2 }-> 1 + s24 :|: s24 >= 0, s24 <= 0, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 34 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s31 + s12 :|: s31 >= 0, s31 <= 0, s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 47 + 14*z0' + 2*z0'*z2 + z0'^2 + 14*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 0, s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 63 + 16*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 17*z1' + 2*z1'*z2 + z1'^2 + 16*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 0, s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 34 + 12*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 0, s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s19 + s' :|: s19 >= 0, s19 <= 1, s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z01 + 2*z01*z3 + z01^2 + 7*z3 + z3^2 }-> 1 + s20 + s'' :|: s20 >= 0, s20 <= 1, s'' >= 0, s'' <= 0, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s21 + s1 :|: s21 >= 0, s21 <= 1, s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z1'' + 2*z1''*z3 + z1''^2 + 7*z3 + z3^2 }-> 1 + s22 + s2 :|: s22 >= 0, s22 <= 1, s16 >= 0, s16 <= 2, s2 >= 0, s2 <= 0, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 8 + 6*z2 + 2*z2*z3 + z2^2 + 5*z3 + z3^2 }-> 1 + s23 + s3 :|: s23 >= 0, s23 <= 1, s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 344 + 191*z0 + 52*z0*z1 + 26*z0^2 + 191*z1 + 26*z1^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 567 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 248*z11 + 54*z11*z2' + 27*z11^2 + 248*z2' + 27*z2'^2 }-> 1 + SORT(replace(s46, z0, 1 + z11 + z2')) + s48 + s41 :|: s46 >= 0, s46 <= 1 + z0 + (1 + z11 + z2'), s47 >= 0, s47 <= 1 + z0 + (1 + z11 + z2'), s48 >= 0, s48 <= 0, s41 >= 0, s41 <= 1, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 567 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 248*z11 + 54*z11*z2' + 27*z11^2 + 248*z2' + 27*z2'^2 }-> 1 + SORT(replace(s49, z0, 1 + z11 + z2')) + s28 + s42 :|: s49 >= 0, s49 <= 1 + z0 + (1 + z11 + z2'), s42 >= 0, s42 <= 1, s28 >= 0, s28 <= 0, s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 346 + 191*z0 + 52*z0*z1 + 26*z0^2 + 194*z1 + 27*z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s30 + s45 :|: s45 >= 0, s45 <= 1, s30 >= 0, s30 <= 0, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 567 + 243*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 248*z12 + 54*z12*z2'' + 27*z12^2 + 248*z2'' + 27*z2''^2 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + s51 + s44 :|: s50 >= 0, s50 <= 1 + z0 + (1 + z12 + z2''), s51 >= 0, s51 <= 0, s44 >= 0, s44 <= 1, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 346 }-> 1 + SORT(replace(0, 0, 0)) + s25 + s38 :|: s38 >= 0, s38 <= 1, s25 >= 0, s25 <= 0, z = 1 + 0 + 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s29 + s43 :|: s43 >= 0, s43 <= 1, s29 >= 0, s29 <= 0, z - 2 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s26 + s39 :|: s39 >= 0, s39 <= 1, s26 >= 0, s26 <= 0, z - 2 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + s40 :|: s40 >= 0, s40 <= 1, s27 >= 0, s27 <= 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s17 :|: s17 >= 0, s17 <= 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 }-> s56 :|: s56 >= 0, s56 <= 1 + z0 + z2, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> s57 :|: s57 >= 0, s57 <= 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 }-> s52 :|: s52 >= 0, s52 <= 1 + 0 + (1 + z1 + z2), z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> s53 :|: s53 >= 0, s53 <= 1 + (1 + z09) + (1 + 0 + z2), z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 0, z2 >= 0 min(z) -{ 0 }-> s54 :|: s54 >= 0, s54 <= 1 + (1 + z010) + (1 + (1 + z14) + z2), s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 0, z2 >= 0 min(z) -{ 0 }-> s55 :|: s55 >= 0, s55 <= 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(s18, 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: s18 >= 0, s18 <= 2, z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {replace,if_replace}, {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [2 + 3*z'' + z''^2], size: O(1) [0] IF_REPLACE: runtime: O(n^2) [3 + 3*z4 + z4^2], size: O(1) [1] IF_MIN: runtime: O(n^2) [13 + 8*z' + z'^2], size: O(1) [0] MIN: runtime: O(n^2) [178 + 139*z + 26*z^2], size: O(1) [1] 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] ---------------------------------------- (69) 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 ---------------------------------------- (70) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ z' }-> 1 + s :|: s >= 0, s <= 0, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 344 + 191*z0 + 52*z0*z2 + 26*z0^2 + 191*z2 + 26*z2^2 }-> 1 + s35 :|: s35 >= 0, s35 <= 1, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 344 + 191*z1 + 52*z1*z2 + 26*z1^2 + 191*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 1, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 3 + 3*z3 + z3^2 }-> 1 + s24 :|: s24 >= 0, s24 <= 0, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 34 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s31 + s12 :|: s31 >= 0, s31 <= 0, s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 47 + 14*z0' + 2*z0'*z2 + z0'^2 + 14*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 0, s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 63 + 16*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 17*z1' + 2*z1'*z2 + z1'^2 + 16*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 0, s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 34 + 12*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 0, s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s19 + s' :|: s19 >= 0, s19 <= 1, s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z01 + 2*z01*z3 + z01^2 + 7*z3 + z3^2 }-> 1 + s20 + s'' :|: s20 >= 0, s20 <= 1, s'' >= 0, s'' <= 0, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s21 + s1 :|: s21 >= 0, s21 <= 1, s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z1'' + 2*z1''*z3 + z1''^2 + 7*z3 + z3^2 }-> 1 + s22 + s2 :|: s22 >= 0, s22 <= 1, s16 >= 0, s16 <= 2, s2 >= 0, s2 <= 0, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 8 + 6*z2 + 2*z2*z3 + z2^2 + 5*z3 + z3^2 }-> 1 + s23 + s3 :|: s23 >= 0, s23 <= 1, s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 344 + 191*z0 + 52*z0*z1 + 26*z0^2 + 191*z1 + 26*z1^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 567 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 248*z11 + 54*z11*z2' + 27*z11^2 + 248*z2' + 27*z2'^2 }-> 1 + SORT(replace(s46, z0, 1 + z11 + z2')) + s48 + s41 :|: s46 >= 0, s46 <= 1 + z0 + (1 + z11 + z2'), s47 >= 0, s47 <= 1 + z0 + (1 + z11 + z2'), s48 >= 0, s48 <= 0, s41 >= 0, s41 <= 1, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 567 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 248*z11 + 54*z11*z2' + 27*z11^2 + 248*z2' + 27*z2'^2 }-> 1 + SORT(replace(s49, z0, 1 + z11 + z2')) + s28 + s42 :|: s49 >= 0, s49 <= 1 + z0 + (1 + z11 + z2'), s42 >= 0, s42 <= 1, s28 >= 0, s28 <= 0, s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 346 + 191*z0 + 52*z0*z1 + 26*z0^2 + 194*z1 + 27*z1^2 }-> 1 + SORT(replace(0, z0, z1)) + s30 + s45 :|: s45 >= 0, s45 <= 1, s30 >= 0, s30 <= 0, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 567 + 243*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 248*z12 + 54*z12*z2'' + 27*z12^2 + 248*z2'' + 27*z2''^2 }-> 1 + SORT(replace(0, z0, 1 + z12 + z2'')) + s51 + s44 :|: s50 >= 0, s50 <= 1 + z0 + (1 + z12 + z2''), s51 >= 0, s51 <= 0, s44 >= 0, s44 <= 1, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 346 }-> 1 + SORT(replace(0, 0, 0)) + s25 + s38 :|: s38 >= 0, s38 <= 1, s25 >= 0, s25 <= 0, z = 1 + 0 + 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(0, 1 + (z - 2), 0)) + s29 + s43 :|: s43 >= 0, s43 <= 1, s29 >= 0, s29 <= 0, z - 2 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s26 + s39 :|: s39 >= 0, s39 <= 1, s26 >= 0, s26 <= 0, z - 2 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(replace(1 + (z - 2), 1 + (z - 2), 0)) + s27 + s40 :|: s40 >= 0, s40 <= 1, s27 >= 0, s27 <= 0, z - 2 >= 0 eq(z, z') -{ 0 }-> s17 :|: s17 >= 0, s17 <= 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 }-> s56 :|: s56 >= 0, s56 <= 1 + z0 + z2, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> s57 :|: s57 >= 0, s57 <= 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 }-> s52 :|: s52 >= 0, s52 <= 1 + 0 + (1 + z1 + z2), z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> s53 :|: s53 >= 0, s53 <= 1 + (1 + z09) + (1 + 0 + z2), z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 0, z2 >= 0 min(z) -{ 0 }-> s54 :|: s54 >= 0, s54 <= 1 + (1 + z010) + (1 + (1 + z14) + z2), s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 0, z2 >= 0 min(z) -{ 0 }-> s55 :|: s55 >= 0, s55 <= 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(s18, 1 + (z - 1), z', 1 + (1 + z13) + z3) :|: s18 >= 0, s18 <= 2, z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 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 + z06) + z3) :|: z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, 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 Function symbols to be analyzed: {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [2 + 3*z'' + z''^2], size: O(1) [0] IF_REPLACE: runtime: O(n^2) [3 + 3*z4 + z4^2], size: O(1) [1] IF_MIN: runtime: O(n^2) [13 + 8*z' + z'^2], size: O(1) [0] MIN: runtime: O(n^2) [178 + 139*z + 26*z^2], size: O(1) [1] 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] ---------------------------------------- (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') -{ z' }-> 1 + s :|: s >= 0, s <= 0, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 344 + 191*z0 + 52*z0*z2 + 26*z0^2 + 191*z2 + 26*z2^2 }-> 1 + s35 :|: s35 >= 0, s35 <= 1, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 344 + 191*z1 + 52*z1*z2 + 26*z1^2 + 191*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 1, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 3 + 3*z3 + z3^2 }-> 1 + s24 :|: s24 >= 0, s24 <= 0, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 34 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s31 + s12 :|: s31 >= 0, s31 <= 0, s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 47 + 14*z0' + 2*z0'*z2 + z0'^2 + 14*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 0, s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 63 + 16*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 17*z1' + 2*z1'*z2 + z1'^2 + 16*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 0, s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 34 + 12*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 0, s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s19 + s' :|: s19 >= 0, s19 <= 1, s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z01 + 2*z01*z3 + z01^2 + 7*z3 + z3^2 }-> 1 + s20 + s'' :|: s20 >= 0, s20 <= 1, s'' >= 0, s'' <= 0, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s21 + s1 :|: s21 >= 0, s21 <= 1, s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z1'' + 2*z1''*z3 + z1''^2 + 7*z3 + z3^2 }-> 1 + s22 + s2 :|: s22 >= 0, s22 <= 1, s16 >= 0, s16 <= 2, s2 >= 0, s2 <= 0, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 8 + 6*z2 + 2*z2*z3 + z2^2 + 5*z3 + z3^2 }-> 1 + s23 + s3 :|: s23 >= 0, s23 <= 1, s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 344 + 191*z0 + 52*z0*z1 + 26*z0^2 + 191*z1 + 26*z1^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 346 }-> 1 + SORT(s58) + s25 + s38 :|: s58 >= 0, s58 <= 0 + 0, s38 >= 0, s38 <= 1, s25 >= 0, s25 <= 0, z = 1 + 0 + 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(s59) + s26 + s39 :|: s59 >= 0, s59 <= 1 + (z - 2) + 0, s39 >= 0, s39 <= 1, s26 >= 0, s26 <= 0, z - 2 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(s60) + s27 + s40 :|: s60 >= 0, s60 <= 1 + (z - 2) + 0, s40 >= 0, s40 <= 1, s27 >= 0, s27 <= 0, z - 2 >= 0 SORT(z) -{ 567 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 248*z11 + 54*z11*z2' + 27*z11^2 + 248*z2' + 27*z2'^2 }-> 1 + SORT(s61) + s48 + s41 :|: s61 >= 0, s61 <= z0 + (1 + z11 + z2'), s46 >= 0, s46 <= 1 + z0 + (1 + z11 + z2'), s47 >= 0, s47 <= 1 + z0 + (1 + z11 + z2'), s48 >= 0, s48 <= 0, s41 >= 0, s41 <= 1, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 567 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 248*z11 + 54*z11*z2' + 27*z11^2 + 248*z2' + 27*z2'^2 }-> 1 + SORT(s62) + s28 + s42 :|: s62 >= 0, s62 <= z0 + (1 + z11 + z2'), s49 >= 0, s49 <= 1 + z0 + (1 + z11 + z2'), s42 >= 0, s42 <= 1, s28 >= 0, s28 <= 0, s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(s63) + s29 + s43 :|: s63 >= 0, s63 <= 1 + (z - 2) + 0, s43 >= 0, s43 <= 1, s29 >= 0, s29 <= 0, z - 2 >= 0 SORT(z) -{ 567 + 243*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 248*z12 + 54*z12*z2'' + 27*z12^2 + 248*z2'' + 27*z2''^2 }-> 1 + SORT(s64) + s51 + s44 :|: s64 >= 0, s64 <= z0 + (1 + z12 + z2''), s50 >= 0, s50 <= 1 + z0 + (1 + z12 + z2''), s51 >= 0, s51 <= 0, s44 >= 0, s44 <= 1, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 346 + 191*z0 + 52*z0*z1 + 26*z0^2 + 194*z1 + 27*z1^2 }-> 1 + SORT(s65) + s30 + s45 :|: s65 >= 0, s65 <= z0 + z1, s45 >= 0, s45 <= 1, s30 >= 0, s30 <= 0, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 eq(z, z') -{ 0 }-> s17 :|: s17 >= 0, s17 <= 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 }-> s56 :|: s56 >= 0, s56 <= 1 + z0 + z2, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> s57 :|: s57 >= 0, s57 <= 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 + s71 :|: s71 >= 0, s71 <= 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 }-> s52 :|: s52 >= 0, s52 <= 1 + 0 + (1 + z1 + z2), z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> s53 :|: s53 >= 0, s53 <= 1 + (1 + z09) + (1 + 0 + z2), z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 0, z2 >= 0 min(z) -{ 0 }-> s54 :|: s54 >= 0, s54 <= 1 + (1 + z010) + (1 + (1 + z14) + z2), s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 0, z2 >= 0 min(z) -{ 0 }-> s55 :|: s55 >= 0, s55 <= 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 }-> s66 :|: s66 >= 0, s66 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s67 :|: s67 >= 0, s67 <= z' + (1 + (1 + z06) + z3), z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> s68 :|: s68 >= 0, s68 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s69 :|: s69 >= 0, s69 <= z' + (1 + (1 + z13) + z3), s18 >= 0, s18 <= 2, z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> s70 :|: s70 >= 0, s70 <= 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 Function symbols to be analyzed: {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [2 + 3*z'' + z''^2], size: O(1) [0] IF_REPLACE: runtime: O(n^2) [3 + 3*z4 + z4^2], size: O(1) [1] IF_MIN: runtime: O(n^2) [13 + 8*z' + z'^2], size: O(1) [0] MIN: runtime: O(n^2) [178 + 139*z + 26*z^2], size: O(1) [1] 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] ---------------------------------------- (73) IntTrsBoundProof (UPPER BOUND(ID)) Computed SIZE bound using KoAT for: SORT after applying outer abstraction to obtain an ITS, resulting in: O(n^1) with polynomial bound: 2*z ---------------------------------------- (74) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ z' }-> 1 + s :|: s >= 0, s <= 0, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 344 + 191*z0 + 52*z0*z2 + 26*z0^2 + 191*z2 + 26*z2^2 }-> 1 + s35 :|: s35 >= 0, s35 <= 1, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 344 + 191*z1 + 52*z1*z2 + 26*z1^2 + 191*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 1, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 3 + 3*z3 + z3^2 }-> 1 + s24 :|: s24 >= 0, s24 <= 0, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 34 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s31 + s12 :|: s31 >= 0, s31 <= 0, s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 47 + 14*z0' + 2*z0'*z2 + z0'^2 + 14*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 0, s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 63 + 16*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 17*z1' + 2*z1'*z2 + z1'^2 + 16*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 0, s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 34 + 12*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 0, s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s19 + s' :|: s19 >= 0, s19 <= 1, s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z01 + 2*z01*z3 + z01^2 + 7*z3 + z3^2 }-> 1 + s20 + s'' :|: s20 >= 0, s20 <= 1, s'' >= 0, s'' <= 0, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s21 + s1 :|: s21 >= 0, s21 <= 1, s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z1'' + 2*z1''*z3 + z1''^2 + 7*z3 + z3^2 }-> 1 + s22 + s2 :|: s22 >= 0, s22 <= 1, s16 >= 0, s16 <= 2, s2 >= 0, s2 <= 0, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 8 + 6*z2 + 2*z2*z3 + z2^2 + 5*z3 + z3^2 }-> 1 + s23 + s3 :|: s23 >= 0, s23 <= 1, s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 344 + 191*z0 + 52*z0*z1 + 26*z0^2 + 191*z1 + 26*z1^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 346 }-> 1 + SORT(s58) + s25 + s38 :|: s58 >= 0, s58 <= 0 + 0, s38 >= 0, s38 <= 1, s25 >= 0, s25 <= 0, z = 1 + 0 + 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(s59) + s26 + s39 :|: s59 >= 0, s59 <= 1 + (z - 2) + 0, s39 >= 0, s39 <= 1, s26 >= 0, s26 <= 0, z - 2 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(s60) + s27 + s40 :|: s60 >= 0, s60 <= 1 + (z - 2) + 0, s40 >= 0, s40 <= 1, s27 >= 0, s27 <= 0, z - 2 >= 0 SORT(z) -{ 567 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 248*z11 + 54*z11*z2' + 27*z11^2 + 248*z2' + 27*z2'^2 }-> 1 + SORT(s61) + s48 + s41 :|: s61 >= 0, s61 <= z0 + (1 + z11 + z2'), s46 >= 0, s46 <= 1 + z0 + (1 + z11 + z2'), s47 >= 0, s47 <= 1 + z0 + (1 + z11 + z2'), s48 >= 0, s48 <= 0, s41 >= 0, s41 <= 1, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 567 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 248*z11 + 54*z11*z2' + 27*z11^2 + 248*z2' + 27*z2'^2 }-> 1 + SORT(s62) + s28 + s42 :|: s62 >= 0, s62 <= z0 + (1 + z11 + z2'), s49 >= 0, s49 <= 1 + z0 + (1 + z11 + z2'), s42 >= 0, s42 <= 1, s28 >= 0, s28 <= 0, s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(s63) + s29 + s43 :|: s63 >= 0, s63 <= 1 + (z - 2) + 0, s43 >= 0, s43 <= 1, s29 >= 0, s29 <= 0, z - 2 >= 0 SORT(z) -{ 567 + 243*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 248*z12 + 54*z12*z2'' + 27*z12^2 + 248*z2'' + 27*z2''^2 }-> 1 + SORT(s64) + s51 + s44 :|: s64 >= 0, s64 <= z0 + (1 + z12 + z2''), s50 >= 0, s50 <= 1 + z0 + (1 + z12 + z2''), s51 >= 0, s51 <= 0, s44 >= 0, s44 <= 1, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 346 + 191*z0 + 52*z0*z1 + 26*z0^2 + 194*z1 + 27*z1^2 }-> 1 + SORT(s65) + s30 + s45 :|: s65 >= 0, s65 <= z0 + z1, s45 >= 0, s45 <= 1, s30 >= 0, s30 <= 0, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 eq(z, z') -{ 0 }-> s17 :|: s17 >= 0, s17 <= 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 }-> s56 :|: s56 >= 0, s56 <= 1 + z0 + z2, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> s57 :|: s57 >= 0, s57 <= 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 + s71 :|: s71 >= 0, s71 <= 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 }-> s52 :|: s52 >= 0, s52 <= 1 + 0 + (1 + z1 + z2), z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> s53 :|: s53 >= 0, s53 <= 1 + (1 + z09) + (1 + 0 + z2), z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 0, z2 >= 0 min(z) -{ 0 }-> s54 :|: s54 >= 0, s54 <= 1 + (1 + z010) + (1 + (1 + z14) + z2), s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 0, z2 >= 0 min(z) -{ 0 }-> s55 :|: s55 >= 0, s55 <= 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 }-> s66 :|: s66 >= 0, s66 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s67 :|: s67 >= 0, s67 <= z' + (1 + (1 + z06) + z3), z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> s68 :|: s68 >= 0, s68 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s69 :|: s69 >= 0, s69 <= z' + (1 + (1 + z13) + z3), s18 >= 0, s18 <= 2, z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> s70 :|: s70 >= 0, s70 <= 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 Function symbols to be analyzed: {SORT} Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [2 + 3*z'' + z''^2], size: O(1) [0] IF_REPLACE: runtime: O(n^2) [3 + 3*z4 + z4^2], size: O(1) [1] IF_MIN: runtime: O(n^2) [13 + 8*z' + z'^2], size: O(1) [0] MIN: runtime: O(n^2) [178 + 139*z + 26*z^2], size: O(1) [1] 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: O(n^1) [2*z] ---------------------------------------- (75) 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: 344 + 3318*z + 3123*z^2 + 897*z^3 ---------------------------------------- (76) Obligation: Complexity RNTS consisting of the following rules: EQ(z, z') -{ z' }-> 1 + s :|: s >= 0, s <= 0, z' - 1 >= 0, z - 1 >= 0 IF_MIN(z, z') -{ 344 + 191*z0 + 52*z0*z2 + 26*z0^2 + 191*z2 + 26*z2^2 }-> 1 + s35 :|: s35 >= 0, s35 <= 1, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 IF_MIN(z, z') -{ 344 + 191*z1 + 52*z1*z2 + 26*z1^2 + 191*z2 + 26*z2^2 }-> 1 + s36 :|: s36 >= 0, s36 <= 1, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z = 1, z0 >= 0, z2 >= 0 IF_REPLACE(z, z', z'', z4) -{ 3 + 3*z3 + z3^2 }-> 1 + s24 :|: s24 >= 0, s24 <= 0, z'' >= 0, z = 1, z' >= 0, z4 = 1 + z2 + z3, z2 >= 0, z3 >= 0 LE(z, z') -{ z' }-> 1 + s11 :|: s11 >= 0, s11 <= 0, z' - 1 >= 0, z - 1 >= 0 MIN(z) -{ 34 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s31 + s12 :|: s31 >= 0, s31 <= 0, s12 >= 0, s12 <= 0, z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 MIN(z) -{ 47 + 14*z0' + 2*z0'*z2 + z0'^2 + 14*z2 + z2^2 }-> 1 + s32 + s13 :|: s32 >= 0, s32 <= 0, s13 >= 0, s13 <= 0, z = 1 + (1 + z0') + (1 + 0 + z2), z0' >= 0, z2 >= 0 MIN(z) -{ 63 + 16*z0'' + 2*z0''*z1' + 2*z0''*z2 + z0''^2 + 17*z1' + 2*z1'*z2 + z1'^2 + 16*z2 + z2^2 }-> 1 + s33 + s14 :|: s33 >= 0, s33 <= 0, s14 >= 0, s14 <= 0, s4 >= 0, s4 <= 2, z = 1 + (1 + z0'') + (1 + (1 + z1') + z2), z1' >= 0, z0'' >= 0, z2 >= 0 MIN(z) -{ 34 + 12*z0 + 2*z0*z1 + 2*z0*z2 + z0^2 + 13*z1 + 2*z1*z2 + z1^2 + 12*z2 + z2^2 }-> 1 + s34 + s15 :|: s34 >= 0, s34 <= 0, s15 >= 0, s15 <= 0, z1 >= 0, z = 1 + z0 + (1 + z1 + z2), z0 >= 0, z2 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s19 + s' :|: s19 >= 0, s19 <= 1, s' >= 0, s' <= 0, z' >= 0, z = 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z01 + 2*z01*z3 + z01^2 + 7*z3 + z3^2 }-> 1 + s20 + s'' :|: s20 >= 0, s20 <= 1, s'' >= 0, s'' <= 0, z' >= 0, z'' = 1 + (1 + z01) + z3, z01 >= 0, z = 0, z3 >= 0 REPLACE(z, z', z'') -{ 4 + 3*z'' + z''^2 }-> 1 + s21 + s1 :|: s21 >= 0, s21 <= 1, s1 >= 0, s1 <= 0, z' >= 0, z - 1 >= 0, z'' - 1 >= 0 REPLACE(z, z', z'') -{ 15 + 8*z1'' + 2*z1''*z3 + z1''^2 + 7*z3 + z3^2 }-> 1 + s22 + s2 :|: s22 >= 0, s22 <= 1, s16 >= 0, s16 <= 2, s2 >= 0, s2 <= 0, z' >= 0, z'' = 1 + (1 + z1'') + z3, z - 1 >= 0, z3 >= 0, z1'' >= 0 REPLACE(z, z', z'') -{ 8 + 6*z2 + 2*z2*z3 + z2^2 + 5*z3 + z3^2 }-> 1 + s23 + s3 :|: s23 >= 0, s23 <= 1, s3 >= 0, s3 <= 0, z' >= 0, z >= 0, z'' = 1 + z2 + z3, z2 >= 0, z3 >= 0 SORT(z) -{ 344 + 191*z0 + 52*z0*z1 + 26*z0^2 + 191*z1 + 26*z1^2 }-> 1 + s37 :|: s37 >= 0, s37 <= 1, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 SORT(z) -{ 346 }-> 1 + SORT(s58) + s25 + s38 :|: s58 >= 0, s58 <= 0 + 0, s38 >= 0, s38 <= 1, s25 >= 0, s25 <= 0, z = 1 + 0 + 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(s59) + s26 + s39 :|: s59 >= 0, s59 <= 1 + (z - 2) + 0, s39 >= 0, s39 <= 1, s26 >= 0, s26 <= 0, z - 2 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(s60) + s27 + s40 :|: s60 >= 0, s60 <= 1 + (z - 2) + 0, s40 >= 0, s40 <= 1, s27 >= 0, s27 <= 0, z - 2 >= 0 SORT(z) -{ 567 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 248*z11 + 54*z11*z2' + 27*z11^2 + 248*z2' + 27*z2'^2 }-> 1 + SORT(s61) + s48 + s41 :|: s61 >= 0, s61 <= z0 + (1 + z11 + z2'), s46 >= 0, s46 <= 1 + z0 + (1 + z11 + z2'), s47 >= 0, s47 <= 1 + z0 + (1 + z11 + z2'), s48 >= 0, s48 <= 0, s41 >= 0, s41 <= 1, s5 >= 0, s5 <= 2, s6 >= 0, s6 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 567 + 243*z0 + 52*z0*z11 + 52*z0*z2' + 26*z0^2 + 248*z11 + 54*z11*z2' + 27*z11^2 + 248*z2' + 27*z2'^2 }-> 1 + SORT(s62) + s28 + s42 :|: s62 >= 0, s62 <= z0 + (1 + z11 + z2'), s49 >= 0, s49 <= 1 + z0 + (1 + z11 + z2'), s42 >= 0, s42 <= 1, s28 >= 0, s28 <= 0, s7 >= 0, s7 <= 2, z = 1 + z0 + (1 + z11 + z2'), z11 >= 0, z2' >= 0, z0 >= 0 SORT(z) -{ 181 + 139*z + 26*z^2 }-> 1 + SORT(s63) + s29 + s43 :|: s63 >= 0, s63 <= 1 + (z - 2) + 0, s43 >= 0, s43 <= 1, s29 >= 0, s29 <= 0, z - 2 >= 0 SORT(z) -{ 567 + 243*z0 + 52*z0*z12 + 52*z0*z2'' + 26*z0^2 + 248*z12 + 54*z12*z2'' + 27*z12^2 + 248*z2'' + 27*z2''^2 }-> 1 + SORT(s64) + s51 + s44 :|: s64 >= 0, s64 <= z0 + (1 + z12 + z2''), s50 >= 0, s50 <= 1 + z0 + (1 + z12 + z2''), s51 >= 0, s51 <= 0, s44 >= 0, s44 <= 1, s8 >= 0, s8 <= 2, z0 >= 0, z12 >= 0, z = 1 + z0 + (1 + z12 + z2''), z2'' >= 0 SORT(z) -{ 346 + 191*z0 + 52*z0*z1 + 26*z0^2 + 194*z1 + 27*z1^2 }-> 1 + SORT(s65) + s30 + s45 :|: s65 >= 0, s65 <= z0 + z1, s45 >= 0, s45 <= 1, s30 >= 0, s30 <= 0, z1 >= 0, z0 >= 0, z = 1 + z0 + z1 eq(z, z') -{ 0 }-> s17 :|: s17 >= 0, s17 <= 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 }-> s56 :|: s56 >= 0, s56 <= 1 + z0 + z2, z = 2, z' = 1 + z0 + (1 + z1 + z2), z1 >= 0, z0 >= 0, z2 >= 0 if_min(z, z') -{ 0 }-> s57 :|: s57 >= 0, s57 <= 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 + s71 :|: s71 >= 0, s71 <= 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 }-> s52 :|: s52 >= 0, s52 <= 1 + 0 + (1 + z1 + z2), z1 >= 0, z = 1 + 0 + (1 + z1 + z2), z2 >= 0 min(z) -{ 0 }-> s53 :|: s53 >= 0, s53 <= 1 + (1 + z09) + (1 + 0 + z2), z = 1 + (1 + z09) + (1 + 0 + z2), z09 >= 0, z2 >= 0 min(z) -{ 0 }-> s54 :|: s54 >= 0, s54 <= 1 + (1 + z010) + (1 + (1 + z14) + z2), s10 >= 0, s10 <= 2, z = 1 + (1 + z010) + (1 + (1 + z14) + z2), z010 >= 0, z14 >= 0, z2 >= 0 min(z) -{ 0 }-> s55 :|: s55 >= 0, s55 <= 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 }-> s66 :|: s66 >= 0, s66 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z = 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s67 :|: s67 >= 0, s67 <= z' + (1 + (1 + z06) + z3), z'' = 1 + (1 + z06) + z3, z' >= 0, z06 >= 0, z = 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> s68 :|: s68 >= 0, s68 <= z' + (1 + 0 + (z'' - 1)), z' >= 0, z - 1 >= 0, z'' - 1 >= 0 replace(z, z', z'') -{ 0 }-> s69 :|: s69 >= 0, s69 <= z' + (1 + (1 + z13) + z3), s18 >= 0, s18 <= 2, z - 1 >= 0, z' >= 0, z'' = 1 + (1 + z13) + z3, z13 >= 0, z3 >= 0 replace(z, z', z'') -{ 0 }-> s70 :|: s70 >= 0, s70 <= 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 Function symbols to be analyzed: Previous analysis results are: EQ: runtime: O(n^1) [z'], size: O(1) [0] le: runtime: O(1) [0], size: O(1) [2] LE: runtime: O(n^1) [z'], size: O(1) [0] eq: runtime: O(1) [0], size: O(1) [2] REPLACE: runtime: O(n^2) [2 + 3*z'' + z''^2], size: O(1) [0] IF_REPLACE: runtime: O(n^2) [3 + 3*z4 + z4^2], size: O(1) [1] IF_MIN: runtime: O(n^2) [13 + 8*z' + z'^2], size: O(1) [0] MIN: runtime: O(n^2) [178 + 139*z + 26*z^2], size: O(1) [1] 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) [344 + 3318*z + 3123*z^2 + 897*z^3], size: O(n^1) [2*z] ---------------------------------------- (77) FinalProof (FINISHED) Computed overall runtime complexity ---------------------------------------- (78) BOUNDS(1, n^3) ---------------------------------------- (79) CpxTrsToCdtProof (BOTH BOUNDS(ID, ID)) Converted Cpx (relative) TRS with rewrite strategy PARALLEL_INNERMOST to CDT ---------------------------------------- (80) Obligation: Complexity Dependency Tuples Problem 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))) Tuples: 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))) S tuples: 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))) K tuples:none Defined Rule Symbols: eq_2, le_2, min_1, if_min_2, replace_3, if_replace_4, sort_1 Defined Pair Symbols: EQ_2, LE_2, MIN_1, IF_MIN_2, REPLACE_3, IF_REPLACE_4, SORT_1 Compound Symbols: c, c1, c2, c3_1, c4, c5, c6_1, c7, c8, c9_2, c10_1, c11_1, c12, c13_2, c14, c15_1, c16, c17_1, c18_3 ---------------------------------------- (81) CdtToCpxRelTrsProof (BOTH BOUNDS(ID, ID)) Converted S to standard rules, and D \ S as well as R to relative rules. ---------------------------------------- (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, 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 ---------------------------------------- (83) RenamingProof (BOTH BOUNDS(ID, ID)) Renamed function symbols to avoid clashes with predefined symbol. ---------------------------------------- (84) 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 ---------------------------------------- (85) TypeInferenceProof (BOTH BOUNDS(ID, ID)) Inferred types. ---------------------------------------- (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, 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))) 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 -> 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 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 ---------------------------------------- (87) 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 ---------------------------------------- (88) 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, 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))) 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 -> 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 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 ---------------------------------------- (89) 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). ---------------------------------------- (90) Complex Obligation (BEST) ---------------------------------------- (91) 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, 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))) 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 -> 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 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 ---------------------------------------- (92) LowerBoundPropagationProof (FINISHED) Propagated lower bound. ---------------------------------------- (93) BOUNDS(n^1, INF) ---------------------------------------- (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, 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))) 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 -> 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 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 ---------------------------------------- (95) 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). ---------------------------------------- (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, 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))) 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 -> 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 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 ---------------------------------------- (97) 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). ---------------------------------------- (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, 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))) 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 -> 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 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 ---------------------------------------- (99) 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). ---------------------------------------- (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, 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))) 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 -> 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 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 ---------------------------------------- (101) 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). ---------------------------------------- (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, 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))) 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 -> 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 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 ---------------------------------------- (103) RewriteLemmaProof (LOWER BOUND(ID)) Proved the following rewrite lemma: min(gen_nil:cons14_19(+(1, n9513_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, +(n9513_19, 1)))) ->_R^Omega(0) if_min(le(0', 0'), cons(0', cons(0', gen_nil:cons14_19(n9513_19)))) ->_L^Omega(0) if_min(true, cons(0', cons(0', gen_nil:cons14_19(n9513_19)))) ->_R^Omega(0) min(cons(0', gen_nil:cons14_19(n9513_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). ---------------------------------------- (104) 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, 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))) 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 -> 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 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, n9513_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 ---------------------------------------- (105) RewriteLemmaProof (LOWER BOUND(ID)) Proved the following rewrite lemma: SORT(gen_nil:cons14_19(+(1, n10367_19))) -> *16_19, rt in Omega(n10367_19 + n10367_19^2) Induction Base: SORT(gen_nil:cons14_19(+(1, 0))) Induction Step: SORT(gen_nil:cons14_19(+(1, +(n10367_19, 1)))) ->_R^Omega(1) c18(SORT(replace(min(cons(0', gen_nil:cons14_19(+(1, n10367_19)))), 0', gen_nil:cons14_19(+(1, n10367_19)))), REPLACE(min(cons(0', gen_nil:cons14_19(+(1, n10367_19)))), 0', gen_nil:cons14_19(+(1, n10367_19))), MIN(cons(0', gen_nil:cons14_19(+(1, n10367_19))))) ->_L^Omega(0) c18(SORT(replace(gen_0':s12_19(0), 0', gen_nil:cons14_19(+(1, n10367_19)))), REPLACE(min(cons(0', gen_nil:cons14_19(+(1, n10367_19)))), 0', gen_nil:cons14_19(+(1, n10367_19))), MIN(cons(0', gen_nil:cons14_19(+(1, n10367_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(n10367_19)))), REPLACE(min(cons(0', gen_nil:cons14_19(+(1, n10367_19)))), 0', gen_nil:cons14_19(+(1, n10367_19))), MIN(cons(0', gen_nil:cons14_19(+(1, n10367_19))))) ->_L^Omega(0) c18(SORT(if_replace(true, gen_0':s12_19(0), 0', cons(0', gen_nil:cons14_19(n10367_19)))), REPLACE(min(cons(0', gen_nil:cons14_19(+(1, n10367_19)))), 0', gen_nil:cons14_19(+(1, n10367_19))), MIN(cons(0', gen_nil:cons14_19(+(1, n10367_19))))) ->_R^Omega(0) c18(SORT(cons(0', gen_nil:cons14_19(n10367_19))), REPLACE(min(cons(0', gen_nil:cons14_19(+(1, n10367_19)))), 0', gen_nil:cons14_19(+(1, n10367_19))), MIN(cons(0', gen_nil:cons14_19(+(1, n10367_19))))) ->_IH c18(*16_19, REPLACE(min(cons(0', gen_nil:cons14_19(+(1, n10367_19)))), 0', gen_nil:cons14_19(+(1, n10367_19))), MIN(cons(0', gen_nil:cons14_19(+(1, n10367_19))))) ->_L^Omega(0) c18(*16_19, REPLACE(gen_0':s12_19(0), 0', gen_nil:cons14_19(+(1, n10367_19))), MIN(cons(0', gen_nil:cons14_19(+(1, n10367_19))))) ->_R^Omega(1) c18(*16_19, c13(IF_REPLACE(eq(gen_0':s12_19(0), 0'), gen_0':s12_19(0), 0', cons(0', gen_nil:cons14_19(n10367_19))), EQ(gen_0':s12_19(0), 0')), MIN(cons(0', gen_nil:cons14_19(+(1, n10367_19))))) ->_L^Omega(0) c18(*16_19, c13(IF_REPLACE(true, gen_0':s12_19(0), 0', cons(0', gen_nil:cons14_19(n10367_19))), EQ(gen_0':s12_19(0), 0')), MIN(cons(0', gen_nil:cons14_19(+(1, n10367_19))))) ->_R^Omega(1) c18(*16_19, c13(c14, EQ(gen_0':s12_19(0), 0')), MIN(cons(0', gen_nil:cons14_19(+(1, n10367_19))))) ->_L^Omega(1) c18(*16_19, c13(c14, gen_c:c1:c2:c311_19(0)), MIN(cons(0', gen_nil:cons14_19(+(1, n10367_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(n10367_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(n10367_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(n10367_19)))), LE(0', 0'))) ->_L^Omega(n10367_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). ---------------------------------------- (106) Complex Obligation (BEST) ---------------------------------------- (107) 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, 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))) 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 -> 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 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, n9513_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 ---------------------------------------- (108) LowerBoundPropagationProof (FINISHED) Propagated lower bound. ---------------------------------------- (109) BOUNDS(n^2, INF) ---------------------------------------- (110) 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, 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))) 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 -> 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 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, n9513_19))) -> gen_0':s12_19(0), rt in Omega(0) SORT(gen_nil:cons14_19(+(1, n10367_19))) -> *16_19, rt in Omega(n10367_19 + n10367_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 ---------------------------------------- (111) RewriteLemmaProof (LOWER BOUND(ID)) Proved the following rewrite lemma: sort(gen_nil:cons14_19(+(1, n401090_19))) -> *16_19, rt in Omega(0) Induction Base: sort(gen_nil:cons14_19(+(1, 0))) Induction Step: sort(gen_nil:cons14_19(+(1, +(n401090_19, 1)))) ->_R^Omega(0) cons(min(cons(0', gen_nil:cons14_19(+(1, n401090_19)))), sort(replace(min(cons(0', gen_nil:cons14_19(+(1, n401090_19)))), 0', gen_nil:cons14_19(+(1, n401090_19))))) ->_L^Omega(0) cons(gen_0':s12_19(0), sort(replace(min(cons(0', gen_nil:cons14_19(+(1, n401090_19)))), 0', gen_nil:cons14_19(+(1, n401090_19))))) ->_L^Omega(0) cons(gen_0':s12_19(0), sort(replace(gen_0':s12_19(0), 0', gen_nil:cons14_19(+(1, n401090_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(n401090_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(n401090_19))))) ->_R^Omega(0) cons(gen_0':s12_19(0), sort(cons(0', gen_nil:cons14_19(n401090_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). ---------------------------------------- (112) BOUNDS(1, INF)