MAYBE * Step 1: DependencyPairs MAYBE + Considered Problem: - Strict TRS: goal(xs) -> subsets(xs) mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) notEmpty(Cons(x,xs)) -> True() notEmpty(Nil()) -> False() subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) - Weak TRS: subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2} / {Cons/2,False/0,Nil/0,True/0} - Obligation: innermost runtime complexity wrt. defined symbols {goal,mapconsapp,notEmpty,subsets ,subsets[Ite][True][Let]} and constructors {Cons,False,Nil,True} + Applied Processor: DependencyPairs {dpKind_ = DT} + Details: We add the following dependency tuples: Strict DPs goal#(xs) -> c_1(subsets#(xs)) mapconsapp#(x,Nil(),rest) -> c_2() mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) notEmpty#(Cons(x,xs)) -> c_4() notEmpty#(Nil()) -> c_5() subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) subsets#(Nil()) -> c_7() Weak DPs subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) and mark the set of starting terms. * Step 2: UsableRules MAYBE + Considered Problem: - Strict DPs: goal#(xs) -> c_1(subsets#(xs)) mapconsapp#(x,Nil(),rest) -> c_2() mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) notEmpty#(Cons(x,xs)) -> c_4() notEmpty#(Nil()) -> c_5() subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) subsets#(Nil()) -> c_7() - Weak DPs: subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: goal(xs) -> subsets(xs) mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) notEmpty(Cons(x,xs)) -> True() notEmpty(Nil()) -> False() subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: UsableRules + Details: We replace rewrite rules by usable rules: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) goal#(xs) -> c_1(subsets#(xs)) mapconsapp#(x,Nil(),rest) -> c_2() mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) notEmpty#(Cons(x,xs)) -> c_4() notEmpty#(Nil()) -> c_5() subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) subsets#(Nil()) -> c_7() subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) * Step 3: PredecessorEstimation MAYBE + Considered Problem: - Strict DPs: goal#(xs) -> c_1(subsets#(xs)) mapconsapp#(x,Nil(),rest) -> c_2() mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) notEmpty#(Cons(x,xs)) -> c_4() notEmpty#(Nil()) -> c_5() subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) subsets#(Nil()) -> c_7() - Weak DPs: subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: PredecessorEstimation {onSelection = all simple predecessor estimation selector} + Details: We estimate the number of application of {4,5,7} by application of Pre({4,5,7}) = {1,6}. Here rules are labelled as follows: 1: goal#(xs) -> c_1(subsets#(xs)) 2: mapconsapp#(x,Nil(),rest) -> c_2() 3: mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) 4: notEmpty#(Cons(x,xs)) -> c_4() 5: notEmpty#(Nil()) -> c_5() 6: subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) 7: subsets#(Nil()) -> c_7() 8: subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) * Step 4: RemoveWeakSuffixes MAYBE + Considered Problem: - Strict DPs: goal#(xs) -> c_1(subsets#(xs)) mapconsapp#(x,Nil(),rest) -> c_2() mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) - Weak DPs: notEmpty#(Cons(x,xs)) -> c_4() notEmpty#(Nil()) -> c_5() subsets#(Nil()) -> c_7() subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: RemoveWeakSuffixes + Details: Consider the dependency graph 1:S:goal#(xs) -> c_1(subsets#(xs)) -->_1 subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)):4 -->_1 subsets#(Nil()) -> c_7():7 2:S:mapconsapp#(x,Nil(),rest) -> c_2() 3:S:mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) -->_1 mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)):3 -->_1 mapconsapp#(x,Nil(),rest) -> c_2():2 4:S:subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) -->_1 subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)):8 -->_2 subsets#(Nil()) -> c_7():7 -->_2 subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)):4 5:W:notEmpty#(Cons(x,xs)) -> c_4() 6:W:notEmpty#(Nil()) -> c_5() 7:W:subsets#(Nil()) -> c_7() 8:W:subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) -->_1 mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)):3 -->_1 mapconsapp#(x,Nil(),rest) -> c_2():2 The following weak DPs constitute a sub-graph of the DG that is closed under successors. The DPs are removed. 6: notEmpty#(Nil()) -> c_5() 5: notEmpty#(Cons(x,xs)) -> c_4() 7: subsets#(Nil()) -> c_7() * Step 5: RemoveHeads MAYBE + Considered Problem: - Strict DPs: goal#(xs) -> c_1(subsets#(xs)) mapconsapp#(x,Nil(),rest) -> c_2() mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) - Weak DPs: subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: RemoveHeads + Details: Consider the dependency graph 1:S:goal#(xs) -> c_1(subsets#(xs)) -->_1 subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)):4 2:S:mapconsapp#(x,Nil(),rest) -> c_2() 3:S:mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) -->_1 mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)):3 -->_1 mapconsapp#(x,Nil(),rest) -> c_2():2 4:S:subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) -->_1 subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)):8 -->_2 subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)):4 8:W:subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) -->_1 mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)):3 -->_1 mapconsapp#(x,Nil(),rest) -> c_2():2 Following roots of the dependency graph are removed, as the considered set of starting terms is closed under reduction with respect to these rules (modulo compound contexts). [(1,goal#(xs) -> c_1(subsets#(xs)))] * Step 6: Decompose MAYBE + Considered Problem: - Strict DPs: mapconsapp#(x,Nil(),rest) -> c_2() mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) - Weak DPs: subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: Decompose {onSelection = all cycle independent sub-graph, withBound = RelativeAdd} + Details: We analyse the complexity of following sub-problems (R) and (S). Problem (S) is obtained from the input problem by shifting strict rules from (R) into the weak component. Problem (R) - Strict DPs: mapconsapp#(x,Nil(),rest) -> c_2() - Weak DPs: mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} Problem (S) - Strict DPs: mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) - Weak DPs: mapconsapp#(x,Nil(),rest) -> c_2() subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} ** Step 6.a:1: PredecessorEstimationCP WORST_CASE(?,O(n^1)) + Considered Problem: - Strict DPs: mapconsapp#(x,Nil(),rest) -> c_2() - Weak DPs: mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: PredecessorEstimationCP {onSelectionCP = any intersect of rules of CDG leaf and strict-rules, withComplexityPair = NaturalMI {miDimension = 1, miDegree = 1, miKind = Algebraic, uargs = UArgs, urules = URules, selector = Nothing}} + Details: We first use the processor NaturalMI {miDimension = 1, miDegree = 1, miKind = Algebraic, uargs = UArgs, urules = URules, selector = Nothing} to orient following rules strictly: 2: mapconsapp#(x,Nil(),rest) -> c_2() The strictly oriented rules are moved into the weak component. *** Step 6.a:1.a:1: NaturalMI WORST_CASE(?,O(n^1)) + Considered Problem: - Strict DPs: mapconsapp#(x,Nil(),rest) -> c_2() - Weak DPs: mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: NaturalMI {miDimension = 1, miDegree = 1, miKind = Algebraic, uargs = UArgs, urules = URules, selector = Just first alternative for predecessorEstimation on any intersect of rules of CDG leaf and strict-rules} + Details: We apply a matrix interpretation of kind constructor based matrix interpretation: The following argument positions are considered usable: uargs(c_3) = {1}, uargs(c_6) = {1,2}, uargs(c_8) = {1} Following symbols are considered usable: {goal#,mapconsapp#,notEmpty#,subsets#,subsets[Ite][True][Let]#} TcT has computed the following interpretation: p(Cons) = [1] x2 + [8] p(False) = [0] p(Nil) = [2] p(True) = [4] p(goal) = [1] x1 + [1] p(mapconsapp) = [2] x2 + [7] p(notEmpty) = [1] x1 + [0] p(subsets) = [0] p(subsets[Ite][True][Let]) = [0] p(goal#) = [0] p(mapconsapp#) = [4] p(notEmpty#) = [1] x1 + [0] p(subsets#) = [2] x1 + [0] p(subsets[Ite][True][Let]#) = [8] p(c_1) = [1] x1 + [2] p(c_2) = [2] p(c_3) = [1] x1 + [0] p(c_4) = [2] p(c_5) = [1] p(c_6) = [2] x1 + [1] x2 + [0] p(c_7) = [1] p(c_8) = [2] x1 + [0] Following rules are strictly oriented: mapconsapp#(x,Nil(),rest) = [4] > [2] = c_2() Following rules are (at-least) weakly oriented: mapconsapp#(x',Cons(x,xs),rest) = [4] >= [4] = c_3(mapconsapp#(x',xs,rest)) subsets#(Cons(x,xs)) = [2] xs + [16] >= [2] xs + [16] = c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) subsets[Ite][True][Let]#(Cons(x,xs),subs) = [8] >= [8] = c_8(mapconsapp#(x,subs,subs)) *** Step 6.a:1.a:2: Assumption WORST_CASE(?,O(1)) + Considered Problem: - Weak DPs: mapconsapp#(x,Nil(),rest) -> c_2() mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: Assumption {assumed = Certificate {spaceUB = Unknown, spaceLB = Unknown, timeUB = Poly (Just 0), timeLB = Unknown}} + Details: () *** Step 6.a:1.b:1: RemoveWeakSuffixes WORST_CASE(?,O(1)) + Considered Problem: - Weak DPs: mapconsapp#(x,Nil(),rest) -> c_2() mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: RemoveWeakSuffixes + Details: Consider the dependency graph 1:W:mapconsapp#(x,Nil(),rest) -> c_2() 2:W:mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) -->_1 mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)):2 -->_1 mapconsapp#(x,Nil(),rest) -> c_2():1 3:W:subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) -->_1 subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)):4 -->_2 subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)):3 4:W:subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) -->_1 mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)):2 -->_1 mapconsapp#(x,Nil(),rest) -> c_2():1 The following weak DPs constitute a sub-graph of the DG that is closed under successors. The DPs are removed. 3: subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) 4: subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) 2: mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) 1: mapconsapp#(x,Nil(),rest) -> c_2() *** Step 6.a:1.b:2: EmptyProcessor WORST_CASE(?,O(1)) + Considered Problem: - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: EmptyProcessor + Details: The problem is already closed. The intended complexity is O(1). ** Step 6.b:1: RemoveWeakSuffixes MAYBE + Considered Problem: - Strict DPs: mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) - Weak DPs: mapconsapp#(x,Nil(),rest) -> c_2() subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: RemoveWeakSuffixes + Details: Consider the dependency graph 1:S:mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) -->_1 mapconsapp#(x,Nil(),rest) -> c_2():3 -->_1 mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)):1 2:S:subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) -->_1 subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)):4 -->_2 subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)):2 3:W:mapconsapp#(x,Nil(),rest) -> c_2() 4:W:subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) -->_1 mapconsapp#(x,Nil(),rest) -> c_2():3 -->_1 mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)):1 The following weak DPs constitute a sub-graph of the DG that is closed under successors. The DPs are removed. 3: mapconsapp#(x,Nil(),rest) -> c_2() ** Step 6.b:2: Decompose MAYBE + Considered Problem: - Strict DPs: mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) - Weak DPs: subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: Decompose {onSelection = all cycle independent sub-graph, withBound = RelativeAdd} + Details: We analyse the complexity of following sub-problems (R) and (S). Problem (S) is obtained from the input problem by shifting strict rules from (R) into the weak component. Problem (R) - Strict DPs: mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) - Weak DPs: subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} Problem (S) - Strict DPs: subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) - Weak DPs: mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} *** Step 6.b:2.a:1: DecomposeDG MAYBE + Considered Problem: - Strict DPs: mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) - Weak DPs: subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: DecomposeDG {onSelection = all below first cut in WDG, onUpper = Just someStrategy, onLower = Nothing} + Details: We decompose the input problem according to the dependency graph into the upper component subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) and a lower component mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) Further, following extension rules are added to the lower component. subsets#(Cons(x,xs)) -> subsets#(xs) subsets#(Cons(x,xs)) -> subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)) **** Step 6.b:2.a:1.a:1: PredecessorEstimationCP WORST_CASE(?,O(n^1)) + Considered Problem: - Strict DPs: subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: PredecessorEstimationCP {onSelectionCP = any intersect of rules of CDG leaf and strict-rules, withComplexityPair = NaturalMI {miDimension = 1, miDegree = 1, miKind = Algebraic, uargs = UArgs, urules = URules, selector = Nothing}} + Details: We first use the processor NaturalMI {miDimension = 1, miDegree = 1, miKind = Algebraic, uargs = UArgs, urules = URules, selector = Nothing} to orient following rules strictly: 1: subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) The strictly oriented rules are moved into the weak component. ***** Step 6.b:2.a:1.a:1.a:1: NaturalMI WORST_CASE(?,O(n^1)) + Considered Problem: - Strict DPs: subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: NaturalMI {miDimension = 1, miDegree = 1, miKind = Algebraic, uargs = UArgs, urules = URules, selector = Just first alternative for predecessorEstimation on any intersect of rules of CDG leaf and strict-rules} + Details: We apply a matrix interpretation of kind constructor based matrix interpretation: The following argument positions are considered usable: uargs(c_6) = {1,2} Following symbols are considered usable: {goal#,mapconsapp#,notEmpty#,subsets#,subsets[Ite][True][Let]#} TcT has computed the following interpretation: p(Cons) = [1] x1 + [1] x2 + [4] p(False) = [0] p(Nil) = [0] p(True) = [0] p(goal) = [0] p(mapconsapp) = [0] p(notEmpty) = [2] p(subsets) = [4] p(subsets[Ite][True][Let]) = [7] x1 + [0] p(goal#) = [1] p(mapconsapp#) = [1] x1 + [2] p(notEmpty#) = [1] x1 + [2] p(subsets#) = [1] x1 + [0] p(subsets[Ite][True][Let]#) = [0] p(c_1) = [2] p(c_2) = [4] p(c_3) = [0] p(c_4) = [1] p(c_5) = [2] p(c_6) = [8] x1 + [1] x2 + [0] p(c_7) = [0] p(c_8) = [1] x1 + [0] Following rules are strictly oriented: subsets#(Cons(x,xs)) = [1] x + [1] xs + [4] > [1] xs + [0] = c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) Following rules are (at-least) weakly oriented: ***** Step 6.b:2.a:1.a:1.a:2: Assumption WORST_CASE(?,O(1)) + Considered Problem: - Weak DPs: subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: Assumption {assumed = Certificate {spaceUB = Unknown, spaceLB = Unknown, timeUB = Poly (Just 0), timeLB = Unknown}} + Details: () ***** Step 6.b:2.a:1.a:1.b:1: RemoveWeakSuffixes WORST_CASE(?,O(1)) + Considered Problem: - Weak DPs: subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: RemoveWeakSuffixes + Details: Consider the dependency graph 1:W:subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) -->_2 subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)):1 The following weak DPs constitute a sub-graph of the DG that is closed under successors. The DPs are removed. 1: subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) ***** Step 6.b:2.a:1.a:1.b:2: EmptyProcessor WORST_CASE(?,O(1)) + Considered Problem: - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: EmptyProcessor + Details: The problem is already closed. The intended complexity is O(1). **** Step 6.b:2.a:1.b:1: Failure MAYBE + Considered Problem: - Strict DPs: mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) - Weak DPs: subsets#(Cons(x,xs)) -> subsets#(xs) subsets#(Cons(x,xs)) -> subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)) subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: EmptyProcessor + Details: The problem is still open. *** Step 6.b:2.b:1: RemoveWeakSuffixes WORST_CASE(?,O(n^1)) + Considered Problem: - Strict DPs: subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) - Weak DPs: mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: RemoveWeakSuffixes + Details: Consider the dependency graph 1:S:subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) -->_1 subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)):3 -->_2 subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)):1 2:W:mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) -->_1 mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)):2 3:W:subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) -->_1 mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)):2 The following weak DPs constitute a sub-graph of the DG that is closed under successors. The DPs are removed. 3: subsets[Ite][True][Let]#(Cons(x,xs),subs) -> c_8(mapconsapp#(x,subs,subs)) 2: mapconsapp#(x',Cons(x,xs),rest) -> c_3(mapconsapp#(x',xs,rest)) *** Step 6.b:2.b:2: SimplifyRHS WORST_CASE(?,O(n^1)) + Considered Problem: - Strict DPs: subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/2 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: SimplifyRHS + Details: Consider the dependency graph 1:S:subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)) -->_2 subsets#(Cons(x,xs)) -> c_6(subsets[Ite][True][Let]#(Cons(x,xs),subsets(xs)),subsets#(xs)):1 Due to missing edges in the depndency graph, the right-hand sides of following rules could be simplified: subsets#(Cons(x,xs)) -> c_6(subsets#(xs)) *** Step 6.b:2.b:3: UsableRules WORST_CASE(?,O(n^1)) + Considered Problem: - Strict DPs: subsets#(Cons(x,xs)) -> c_6(subsets#(xs)) - Weak TRS: mapconsapp(x,Nil(),rest) -> rest mapconsapp(x',Cons(x,xs),rest) -> Cons(Cons(x',x),mapconsapp(x',xs,rest)) subsets(Cons(x,xs)) -> subsets[Ite][True][Let](Cons(x,xs),subsets(xs)) subsets(Nil()) -> Cons(Nil(),Nil()) subsets[Ite][True][Let](Cons(x,xs),subs) -> mapconsapp(x,subs,subs) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/1 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: UsableRules + Details: We replace rewrite rules by usable rules: subsets#(Cons(x,xs)) -> c_6(subsets#(xs)) *** Step 6.b:2.b:4: PredecessorEstimationCP WORST_CASE(?,O(n^1)) + Considered Problem: - Strict DPs: subsets#(Cons(x,xs)) -> c_6(subsets#(xs)) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/1 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: PredecessorEstimationCP {onSelectionCP = any intersect of rules of CDG leaf and strict-rules, withComplexityPair = NaturalMI {miDimension = 1, miDegree = 1, miKind = Algebraic, uargs = UArgs, urules = URules, selector = Nothing}} + Details: We first use the processor NaturalMI {miDimension = 1, miDegree = 1, miKind = Algebraic, uargs = UArgs, urules = URules, selector = Nothing} to orient following rules strictly: 1: subsets#(Cons(x,xs)) -> c_6(subsets#(xs)) The strictly oriented rules are moved into the weak component. **** Step 6.b:2.b:4.a:1: NaturalMI WORST_CASE(?,O(n^1)) + Considered Problem: - Strict DPs: subsets#(Cons(x,xs)) -> c_6(subsets#(xs)) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/1 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: NaturalMI {miDimension = 1, miDegree = 1, miKind = Algebraic, uargs = UArgs, urules = URules, selector = Just first alternative for predecessorEstimation on any intersect of rules of CDG leaf and strict-rules} + Details: We apply a matrix interpretation of kind constructor based matrix interpretation: The following argument positions are considered usable: uargs(c_6) = {1} Following symbols are considered usable: {goal#,mapconsapp#,notEmpty#,subsets#,subsets[Ite][True][Let]#} TcT has computed the following interpretation: p(Cons) = [1] x2 + [8] p(False) = [4] p(Nil) = [1] p(True) = [1] p(goal) = [2] x1 + [8] p(mapconsapp) = [1] x2 + [1] x3 + [1] p(notEmpty) = [8] p(subsets) = [1] p(subsets[Ite][True][Let]) = [1] x1 + [2] p(goal#) = [1] x1 + [1] p(mapconsapp#) = [2] x2 + [1] x3 + [1] p(notEmpty#) = [0] p(subsets#) = [1] x1 + [2] p(subsets[Ite][True][Let]#) = [2] x1 + [1] x2 + [0] p(c_1) = [1] x1 + [4] p(c_2) = [1] p(c_3) = [1] x1 + [1] p(c_4) = [2] p(c_5) = [1] p(c_6) = [1] x1 + [0] p(c_7) = [1] p(c_8) = [1] Following rules are strictly oriented: subsets#(Cons(x,xs)) = [1] xs + [10] > [1] xs + [2] = c_6(subsets#(xs)) Following rules are (at-least) weakly oriented: **** Step 6.b:2.b:4.a:2: Assumption WORST_CASE(?,O(1)) + Considered Problem: - Weak DPs: subsets#(Cons(x,xs)) -> c_6(subsets#(xs)) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/1 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: Assumption {assumed = Certificate {spaceUB = Unknown, spaceLB = Unknown, timeUB = Poly (Just 0), timeLB = Unknown}} + Details: () **** Step 6.b:2.b:4.b:1: RemoveWeakSuffixes WORST_CASE(?,O(1)) + Considered Problem: - Weak DPs: subsets#(Cons(x,xs)) -> c_6(subsets#(xs)) - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/1 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: RemoveWeakSuffixes + Details: Consider the dependency graph 1:W:subsets#(Cons(x,xs)) -> c_6(subsets#(xs)) -->_1 subsets#(Cons(x,xs)) -> c_6(subsets#(xs)):1 The following weak DPs constitute a sub-graph of the DG that is closed under successors. The DPs are removed. 1: subsets#(Cons(x,xs)) -> c_6(subsets#(xs)) **** Step 6.b:2.b:4.b:2: EmptyProcessor WORST_CASE(?,O(1)) + Considered Problem: - Signature: {goal/1,mapconsapp/3,notEmpty/1,subsets/1,subsets[Ite][True][Let]/2,goal#/1,mapconsapp#/3,notEmpty#/1 ,subsets#/1,subsets[Ite][True][Let]#/2} / {Cons/2,False/0,Nil/0,True/0,c_1/1,c_2/0,c_3/1,c_4/0,c_5/0,c_6/1 ,c_7/0,c_8/1} - Obligation: innermost runtime complexity wrt. defined symbols {goal#,mapconsapp#,notEmpty#,subsets# ,subsets[Ite][True][Let]#} and constructors {Cons,False,Nil,True} + Applied Processor: EmptyProcessor + Details: The problem is already closed. The intended complexity is O(1). MAYBE