WORST_CASE(Omega(n^2),?) ### Pre-processing the ITS problem ### Initial linear ITS problem Start location: l4 0: l0 -> l1 : x^0'=x^post_1, y^0'=y^post_1, [ y^0<=0 && x^post_1==-1+x^0 && y^post_1==1+y^0 ], cost: 1 1: l0 -> l2 : x^0'=x^post_2, y^0'=y^post_2, [ 1<=y^0 && y^post_2==-1+y^0 && x^0==x^post_2 ], cost: 1 4: l1 -> l0 : x^0'=x^post_5, y^0'=y^post_5, [ 1<=x^0 && y^post_5==x^0 && x^0==x^post_5 ], cost: 1 2: l2 -> l0 : x^0'=x^post_3, y^0'=y^post_3, [ x^0==x^post_3 && y^0==y^post_3 ], cost: 1 3: l3 -> l1 : x^0'=x^post_4, y^0'=y^post_4, [ x^0==x^post_4 && y^0==y^post_4 ], cost: 1 5: l4 -> l3 : x^0'=x^post_6, y^0'=y^post_6, [ x^0==x^post_6 && y^0==y^post_6 ], cost: 1 Checking for constant complexity: The following rule is satisfiable with cost >= 1, yielding constant complexity: 5: l4 -> l3 : x^0'=x^post_6, y^0'=y^post_6, [ x^0==x^post_6 && y^0==y^post_6 ], cost: 1 Simplified all rules, resulting in: Start location: l4 0: l0 -> l1 : x^0'=-1+x^0, y^0'=1+y^0, [ y^0<=0 ], cost: 1 1: l0 -> l2 : y^0'=-1+y^0, [ 1<=y^0 ], cost: 1 4: l1 -> l0 : y^0'=x^0, [ 1<=x^0 ], cost: 1 2: l2 -> l0 : [], cost: 1 3: l3 -> l1 : [], cost: 1 5: l4 -> l3 : [], cost: 1 ### Simplification by acceleration and chaining ### Eliminated locations (on linear paths): Start location: l4 0: l0 -> l1 : x^0'=-1+x^0, y^0'=1+y^0, [ y^0<=0 ], cost: 1 7: l0 -> l0 : y^0'=-1+y^0, [ 1<=y^0 ], cost: 2 4: l1 -> l0 : y^0'=x^0, [ 1<=x^0 ], cost: 1 6: l4 -> l1 : [], cost: 2 Accelerating simple loops of location 0. Accelerating the following rules: 7: l0 -> l0 : y^0'=-1+y^0, [ 1<=y^0 ], cost: 2 Accelerated rule 7 with metering function y^0, yielding the new rule 8. Removing the simple loops: 7. Accelerated all simple loops using metering functions (where possible): Start location: l4 0: l0 -> l1 : x^0'=-1+x^0, y^0'=1+y^0, [ y^0<=0 ], cost: 1 8: l0 -> l0 : y^0'=0, [ 1<=y^0 ], cost: 2*y^0 4: l1 -> l0 : y^0'=x^0, [ 1<=x^0 ], cost: 1 6: l4 -> l1 : [], cost: 2 Chained accelerated rules (with incoming rules): Start location: l4 0: l0 -> l1 : x^0'=-1+x^0, y^0'=1+y^0, [ y^0<=0 ], cost: 1 4: l1 -> l0 : y^0'=x^0, [ 1<=x^0 ], cost: 1 9: l1 -> l0 : y^0'=0, [ 1<=x^0 ], cost: 1+2*x^0 6: l4 -> l1 : [], cost: 2 Eliminated locations (on tree-shaped paths): Start location: l4 10: l1 -> l1 : x^0'=-1+x^0, y^0'=1, [ 1<=x^0 ], cost: 2+2*x^0 6: l4 -> l1 : [], cost: 2 Accelerating simple loops of location 1. Accelerating the following rules: 10: l1 -> l1 : x^0'=-1+x^0, y^0'=1, [ 1<=x^0 ], cost: 2+2*x^0 Accelerated rule 10 with metering function x^0, yielding the new rule 11. Removing the simple loops: 10. Accelerated all simple loops using metering functions (where possible): Start location: l4 11: l1 -> l1 : x^0'=0, y^0'=1, [ 1<=x^0 ], cost: 3*x^0+x^0^2 6: l4 -> l1 : [], cost: 2 Chained accelerated rules (with incoming rules): Start location: l4 6: l4 -> l1 : [], cost: 2 12: l4 -> l1 : x^0'=0, y^0'=1, [ 1<=x^0 ], cost: 2+3*x^0+x^0^2 Removed unreachable locations (and leaf rules with constant cost): Start location: l4 12: l4 -> l1 : x^0'=0, y^0'=1, [ 1<=x^0 ], cost: 2+3*x^0+x^0^2 ### Computing asymptotic complexity ### Fully simplified ITS problem Start location: l4 12: l4 -> l1 : x^0'=0, y^0'=1, [ 1<=x^0 ], cost: 2+3*x^0+x^0^2 Computing asymptotic complexity for rule 12 Solved the limit problem by the following transformations: Created initial limit problem: x^0 (+/+!), 2+3*x^0+x^0^2 (+) [not solved] removing all constraints (solved by SMT) resulting limit problem: [solved] applying transformation rule (C) using substitution {x^0==n} resulting limit problem: [solved] Solution: x^0 / n Resulting cost 2+n^2+3*n has complexity: Poly(n^2) Found new complexity Poly(n^2). Obtained the following overall complexity (w.r.t. the length of the input n): Complexity: Poly(n^2) Cpx degree: 2 Solved cost: 2+n^2+3*n Rule cost: 2+3*x^0+x^0^2 Rule guard: [ 1<=x^0 ] WORST_CASE(Omega(n^2),?)