WORST_CASE(Omega(n^1),?) ### Pre-processing the ITS problem ### Initial linear ITS problem Start location: l8 0: l0 -> l1 : c^0'=c^post_1, ox^0'=ox^post_1, oy^0'=oy^post_1, x^0'=x^post_1, y^0'=y^post_1, [ 1+y^0<=0 && c^0==c^post_1 && ox^0==ox^post_1 && oy^0==oy^post_1 && x^0==x^post_1 && y^0==y^post_1 ], cost: 1 1: l0 -> l1 : c^0'=c^post_2, ox^0'=ox^post_2, oy^0'=oy^post_2, x^0'=x^post_2, y^0'=y^post_2, [ oy^0<=y^0 && c^0==c^post_2 && ox^0==ox^post_2 && oy^0==oy^post_2 && x^0==x^post_2 && y^0==y^post_2 ], cost: 1 2: l2 -> l0 : c^0'=c^post_3, ox^0'=ox^post_3, oy^0'=oy^post_3, x^0'=x^post_3, y^0'=y^post_3, [ 1+x^0<=0 && c^0==c^post_3 && ox^0==ox^post_3 && oy^0==oy^post_3 && x^0==x^post_3 && y^0==y^post_3 ], cost: 1 3: l2 -> l0 : c^0'=c^post_4, ox^0'=ox^post_4, oy^0'=oy^post_4, x^0'=x^post_4, y^0'=y^post_4, [ ox^0<=x^0 && c^0==c^post_4 && ox^0==ox^post_4 && oy^0==oy^post_4 && x^0==x^post_4 && y^0==y^post_4 ], cost: 1 4: l2 -> l3 : c^0'=c^post_5, ox^0'=ox^post_5, oy^0'=oy^post_5, x^0'=x^post_5, y^0'=y^post_5, [ x^post_5==x^0 && c^0==c^post_5 && ox^0==ox^post_5 && oy^0==oy^post_5 && y^0==y^post_5 ], cost: 1 11: l3 -> l6 : c^0'=c^post_12, ox^0'=ox^post_12, oy^0'=oy^post_12, x^0'=x^post_12, y^0'=y^post_12, [ 1<=x^0 && 1<=y^0 && c^0==c^post_12 && ox^0==ox^post_12 && oy^0==oy^post_12 && x^0==x^post_12 && y^0==y^post_12 ], cost: 1 5: l4 -> l3 : c^0'=c^post_6, ox^0'=ox^post_6, oy^0'=oy^post_6, x^0'=x^post_6, y^0'=y^post_6, [ c^0<=0 && c^0==c^post_6 && ox^0==ox^post_6 && oy^0==oy^post_6 && x^0==x^post_6 && y^0==y^post_6 ], cost: 1 6: l4 -> l3 : c^0'=c^post_7, ox^0'=ox^post_7, oy^0'=oy^post_7, x^0'=x^post_7, y^0'=y^post_7, [ ox^post_7==x^0 && oy^post_7==y^0 && c^post_7==1 && x^0==x^post_7 && y^0==y^post_7 ], cost: 1 7: l5 -> l4 : c^0'=c^post_8, ox^0'=ox^post_8, oy^0'=oy^post_8, x^0'=x^post_8, y^0'=y^post_8, [ c^0<=0 && c^0==c^post_8 && ox^0==ox^post_8 && oy^0==oy^post_8 && x^0==x^post_8 && y^0==y^post_8 ], cost: 1 8: l5 -> l2 : c^0'=c^post_9, ox^0'=ox^post_9, oy^0'=oy^post_9, x^0'=x^post_9, y^0'=y^post_9, [ 1<=c^0 && c^0==c^post_9 && ox^0==ox^post_9 && oy^0==oy^post_9 && x^0==x^post_9 && y^0==y^post_9 ], cost: 1 9: l6 -> l5 : c^0'=c^post_10, ox^0'=ox^post_10, oy^0'=oy^post_10, x^0'=x^post_10, y^0'=y^post_10, [ y^post_10==-1+y^0 && c^0==c^post_10 && ox^0==ox^post_10 && oy^0==oy^post_10 && x^0==x^post_10 ], cost: 1 10: l6 -> l5 : c^0'=c^post_11, ox^0'=ox^post_11, oy^0'=oy^post_11, x^0'=x^post_11, y^0'=y^post_11, [ x^post_11==-1+x^0 && c^0==c^post_11 && ox^0==ox^post_11 && oy^0==oy^post_11 && y^0==y^post_11 ], cost: 1 12: l7 -> l3 : c^0'=c^post_13, ox^0'=ox^post_13, oy^0'=oy^post_13, x^0'=x^post_13, y^0'=y^post_13, [ c^0<=0 && c^0==c^post_13 && ox^0==ox^post_13 && oy^0==oy^post_13 && x^0==x^post_13 && y^0==y^post_13 ], cost: 1 13: l8 -> l7 : c^0'=c^post_14, ox^0'=ox^post_14, oy^0'=oy^post_14, x^0'=x^post_14, y^0'=y^post_14, [ c^0==c^post_14 && ox^0==ox^post_14 && oy^0==oy^post_14 && x^0==x^post_14 && y^0==y^post_14 ], cost: 1 Checking for constant complexity: The following rule is satisfiable with cost >= 1, yielding constant complexity: 13: l8 -> l7 : c^0'=c^post_14, ox^0'=ox^post_14, oy^0'=oy^post_14, x^0'=x^post_14, y^0'=y^post_14, [ c^0==c^post_14 && ox^0==ox^post_14 && oy^0==oy^post_14 && x^0==x^post_14 && y^0==y^post_14 ], cost: 1 Removed unreachable and leaf rules: Start location: l8 4: l2 -> l3 : c^0'=c^post_5, ox^0'=ox^post_5, oy^0'=oy^post_5, x^0'=x^post_5, y^0'=y^post_5, [ x^post_5==x^0 && c^0==c^post_5 && ox^0==ox^post_5 && oy^0==oy^post_5 && y^0==y^post_5 ], cost: 1 11: l3 -> l6 : c^0'=c^post_12, ox^0'=ox^post_12, oy^0'=oy^post_12, x^0'=x^post_12, y^0'=y^post_12, [ 1<=x^0 && 1<=y^0 && c^0==c^post_12 && ox^0==ox^post_12 && oy^0==oy^post_12 && x^0==x^post_12 && y^0==y^post_12 ], cost: 1 5: l4 -> l3 : c^0'=c^post_6, ox^0'=ox^post_6, oy^0'=oy^post_6, x^0'=x^post_6, y^0'=y^post_6, [ c^0<=0 && c^0==c^post_6 && ox^0==ox^post_6 && oy^0==oy^post_6 && x^0==x^post_6 && y^0==y^post_6 ], cost: 1 6: l4 -> l3 : c^0'=c^post_7, ox^0'=ox^post_7, oy^0'=oy^post_7, x^0'=x^post_7, y^0'=y^post_7, [ ox^post_7==x^0 && oy^post_7==y^0 && c^post_7==1 && x^0==x^post_7 && y^0==y^post_7 ], cost: 1 7: l5 -> l4 : c^0'=c^post_8, ox^0'=ox^post_8, oy^0'=oy^post_8, x^0'=x^post_8, y^0'=y^post_8, [ c^0<=0 && c^0==c^post_8 && ox^0==ox^post_8 && oy^0==oy^post_8 && x^0==x^post_8 && y^0==y^post_8 ], cost: 1 8: l5 -> l2 : c^0'=c^post_9, ox^0'=ox^post_9, oy^0'=oy^post_9, x^0'=x^post_9, y^0'=y^post_9, [ 1<=c^0 && c^0==c^post_9 && ox^0==ox^post_9 && oy^0==oy^post_9 && x^0==x^post_9 && y^0==y^post_9 ], cost: 1 9: l6 -> l5 : c^0'=c^post_10, ox^0'=ox^post_10, oy^0'=oy^post_10, x^0'=x^post_10, y^0'=y^post_10, [ y^post_10==-1+y^0 && c^0==c^post_10 && ox^0==ox^post_10 && oy^0==oy^post_10 && x^0==x^post_10 ], cost: 1 10: l6 -> l5 : c^0'=c^post_11, ox^0'=ox^post_11, oy^0'=oy^post_11, x^0'=x^post_11, y^0'=y^post_11, [ x^post_11==-1+x^0 && c^0==c^post_11 && ox^0==ox^post_11 && oy^0==oy^post_11 && y^0==y^post_11 ], cost: 1 12: l7 -> l3 : c^0'=c^post_13, ox^0'=ox^post_13, oy^0'=oy^post_13, x^0'=x^post_13, y^0'=y^post_13, [ c^0<=0 && c^0==c^post_13 && ox^0==ox^post_13 && oy^0==oy^post_13 && x^0==x^post_13 && y^0==y^post_13 ], cost: 1 13: l8 -> l7 : c^0'=c^post_14, ox^0'=ox^post_14, oy^0'=oy^post_14, x^0'=x^post_14, y^0'=y^post_14, [ c^0==c^post_14 && ox^0==ox^post_14 && oy^0==oy^post_14 && x^0==x^post_14 && y^0==y^post_14 ], cost: 1 Simplified all rules, resulting in: Start location: l8 4: l2 -> l3 : [], cost: 1 11: l3 -> l6 : [ 1<=x^0 && 1<=y^0 ], cost: 1 5: l4 -> l3 : [ c^0<=0 ], cost: 1 6: l4 -> l3 : c^0'=1, ox^0'=x^0, oy^0'=y^0, [], cost: 1 7: l5 -> l4 : [ c^0<=0 ], cost: 1 8: l5 -> l2 : [ 1<=c^0 ], cost: 1 9: l6 -> l5 : y^0'=-1+y^0, [], cost: 1 10: l6 -> l5 : x^0'=-1+x^0, [], cost: 1 12: l7 -> l3 : [ c^0<=0 ], cost: 1 13: l8 -> l7 : [], cost: 1 ### Simplification by acceleration and chaining ### Eliminated locations (on linear paths): Start location: l8 11: l3 -> l6 : [ 1<=x^0 && 1<=y^0 ], cost: 1 5: l4 -> l3 : [ c^0<=0 ], cost: 1 6: l4 -> l3 : c^0'=1, ox^0'=x^0, oy^0'=y^0, [], cost: 1 7: l5 -> l4 : [ c^0<=0 ], cost: 1 15: l5 -> l3 : [ 1<=c^0 ], cost: 2 9: l6 -> l5 : y^0'=-1+y^0, [], cost: 1 10: l6 -> l5 : x^0'=-1+x^0, [], cost: 1 14: l8 -> l3 : [ c^0<=0 ], cost: 2 Eliminated locations (on tree-shaped paths): Start location: l8 16: l3 -> l5 : y^0'=-1+y^0, [ 1<=x^0 && 1<=y^0 ], cost: 2 17: l3 -> l5 : x^0'=-1+x^0, [ 1<=x^0 && 1<=y^0 ], cost: 2 15: l5 -> l3 : [ 1<=c^0 ], cost: 2 18: l5 -> l3 : [ c^0<=0 ], cost: 2 19: l5 -> l3 : c^0'=1, ox^0'=x^0, oy^0'=y^0, [ c^0<=0 ], cost: 2 14: l8 -> l3 : [ c^0<=0 ], cost: 2 Eliminated locations (on tree-shaped paths): Start location: l8 20: l3 -> l3 : y^0'=-1+y^0, [ 1<=x^0 && 1<=y^0 && 1<=c^0 ], cost: 4 21: l3 -> l3 : y^0'=-1+y^0, [ 1<=x^0 && 1<=y^0 && c^0<=0 ], cost: 4 22: l3 -> l3 : c^0'=1, ox^0'=x^0, oy^0'=-1+y^0, y^0'=-1+y^0, [ 1<=x^0 && 1<=y^0 && c^0<=0 ], cost: 4 23: l3 -> l3 : x^0'=-1+x^0, [ 1<=x^0 && 1<=y^0 && 1<=c^0 ], cost: 4 24: l3 -> l3 : x^0'=-1+x^0, [ 1<=x^0 && 1<=y^0 && c^0<=0 ], cost: 4 25: l3 -> l3 : c^0'=1, ox^0'=-1+x^0, oy^0'=y^0, x^0'=-1+x^0, [ 1<=x^0 && 1<=y^0 && c^0<=0 ], cost: 4 14: l8 -> l3 : [ c^0<=0 ], cost: 2 Accelerating simple loops of location 3. Accelerating the following rules: 20: l3 -> l3 : y^0'=-1+y^0, [ 1<=x^0 && 1<=y^0 && 1<=c^0 ], cost: 4 21: l3 -> l3 : y^0'=-1+y^0, [ 1<=x^0 && 1<=y^0 && c^0<=0 ], cost: 4 22: l3 -> l3 : c^0'=1, ox^0'=x^0, oy^0'=-1+y^0, y^0'=-1+y^0, [ 1<=x^0 && 1<=y^0 && c^0<=0 ], cost: 4 23: l3 -> l3 : x^0'=-1+x^0, [ 1<=x^0 && 1<=y^0 && 1<=c^0 ], cost: 4 24: l3 -> l3 : x^0'=-1+x^0, [ 1<=x^0 && 1<=y^0 && c^0<=0 ], cost: 4 25: l3 -> l3 : c^0'=1, ox^0'=-1+x^0, oy^0'=y^0, x^0'=-1+x^0, [ 1<=x^0 && 1<=y^0 && c^0<=0 ], cost: 4 Accelerated rule 20 with metering function y^0, yielding the new rule 26. Accelerated rule 21 with metering function y^0, yielding the new rule 27. Found no metering function for rule 22. Accelerated rule 23 with metering function x^0, yielding the new rule 28. Accelerated rule 24 with metering function x^0, yielding the new rule 29. Found no metering function for rule 25. Removing the simple loops: 20 21 23 24. Accelerated all simple loops using metering functions (where possible): Start location: l8 22: l3 -> l3 : c^0'=1, ox^0'=x^0, oy^0'=-1+y^0, y^0'=-1+y^0, [ 1<=x^0 && 1<=y^0 && c^0<=0 ], cost: 4 25: l3 -> l3 : c^0'=1, ox^0'=-1+x^0, oy^0'=y^0, x^0'=-1+x^0, [ 1<=x^0 && 1<=y^0 && c^0<=0 ], cost: 4 26: l3 -> l3 : y^0'=0, [ 1<=x^0 && 1<=y^0 && 1<=c^0 ], cost: 4*y^0 27: l3 -> l3 : y^0'=0, [ 1<=x^0 && 1<=y^0 && c^0<=0 ], cost: 4*y^0 28: l3 -> l3 : x^0'=0, [ 1<=x^0 && 1<=y^0 && 1<=c^0 ], cost: 4*x^0 29: l3 -> l3 : x^0'=0, [ 1<=x^0 && 1<=y^0 && c^0<=0 ], cost: 4*x^0 14: l8 -> l3 : [ c^0<=0 ], cost: 2 Chained accelerated rules (with incoming rules): Start location: l8 14: l8 -> l3 : [ c^0<=0 ], cost: 2 30: l8 -> l3 : c^0'=1, ox^0'=x^0, oy^0'=-1+y^0, y^0'=-1+y^0, [ c^0<=0 && 1<=x^0 && 1<=y^0 ], cost: 6 31: l8 -> l3 : c^0'=1, ox^0'=-1+x^0, oy^0'=y^0, x^0'=-1+x^0, [ c^0<=0 && 1<=x^0 && 1<=y^0 ], cost: 6 32: l8 -> l3 : y^0'=0, [ c^0<=0 && 1<=x^0 && 1<=y^0 ], cost: 2+4*y^0 33: l8 -> l3 : x^0'=0, [ c^0<=0 && 1<=x^0 && 1<=y^0 ], cost: 2+4*x^0 Removed unreachable locations (and leaf rules with constant cost): Start location: l8 32: l8 -> l3 : y^0'=0, [ c^0<=0 && 1<=x^0 && 1<=y^0 ], cost: 2+4*y^0 33: l8 -> l3 : x^0'=0, [ c^0<=0 && 1<=x^0 && 1<=y^0 ], cost: 2+4*x^0 ### Computing asymptotic complexity ### Fully simplified ITS problem Start location: l8 32: l8 -> l3 : y^0'=0, [ c^0<=0 && 1<=x^0 && 1<=y^0 ], cost: 2+4*y^0 33: l8 -> l3 : x^0'=0, [ c^0<=0 && 1<=x^0 && 1<=y^0 ], cost: 2+4*x^0 Computing asymptotic complexity for rule 32 Solved the limit problem by the following transformations: Created initial limit problem: x^0 (+/+!), 1-c^0 (+/+!), y^0 (+/+!), 2+4*y^0 (+) [not solved] removing all constraints (solved by SMT) resulting limit problem: [solved] applying transformation rule (C) using substitution {x^0==n,c^0==-n,y^0==n} resulting limit problem: [solved] Solution: x^0 / n c^0 / -n y^0 / n Resulting cost 2+4*n has complexity: Poly(n^1) Found new complexity Poly(n^1). Obtained the following overall complexity (w.r.t. the length of the input n): Complexity: Poly(n^1) Cpx degree: 1 Solved cost: 2+4*n Rule cost: 2+4*y^0 Rule guard: [ c^0<=0 && 1<=x^0 && 1<=y^0 ] WORST_CASE(Omega(n^1),?)