(0) Obligation:
Runtime Complexity TRS:
The TRS R consists of the following rules:
0(#) → #
+(x, #) → x
+(#, x) → x
+(0(x), 0(y)) → 0(+(x, y))
+(0(x), 1(y)) → 1(+(x, y))
+(1(x), 0(y)) → 1(+(x, y))
+(1(x), 1(y)) → 0(+(+(x, y), 1(#)))
*(#, x) → #
*(0(x), y) → 0(*(x, y))
*(1(x), y) → +(0(*(x, y)), y)
sum(nil) → 0(#)
sum(cons(x, l)) → +(x, sum(l))
prod(nil) → 1(#)
prod(cons(x, l)) → *(x, prod(l))
Rewrite Strategy: FULL
(1) DecreasingLoopProof (EQUIVALENT transformation)
The following loop(s) give(s) rise to the lower bound Ω(2n):
The rewrite sequence
prod(cons(1(x13789_2), l)) →+ +(0(*(x13789_2, prod(l))), prod(l))
gives rise to a decreasing loop by considering the right hand sides subterm at position [0,0,1].
The pumping substitution is [l / cons(1(x13789_2), l)].
The result substitution is [ ].
The rewrite sequence
prod(cons(1(x13789_2), l)) →+ +(0(*(x13789_2, prod(l))), prod(l))
gives rise to a decreasing loop by considering the right hand sides subterm at position [1].
The pumping substitution is [l / cons(1(x13789_2), l)].
The result substitution is [ ].
(2) BOUNDS(2^n, INF)
(3) RenamingProof (EQUIVALENT transformation)
Renamed function symbols to avoid clashes with predefined symbol.
(4) Obligation:
Runtime Complexity Relative TRS:
The TRS R consists of the following rules:
0(#) → #
+'(x, #) → x
+'(#, x) → x
+'(0(x), 0(y)) → 0(+'(x, y))
+'(0(x), 1(y)) → 1(+'(x, y))
+'(1(x), 0(y)) → 1(+'(x, y))
+'(1(x), 1(y)) → 0(+'(+'(x, y), 1(#)))
*'(#, x) → #
*'(0(x), y) → 0(*'(x, y))
*'(1(x), y) → +'(0(*'(x, y)), y)
sum(nil) → 0(#)
sum(cons(x, l)) → +'(x, sum(l))
prod(nil) → 1(#)
prod(cons(x, l)) → *'(x, prod(l))
S is empty.
Rewrite Strategy: FULL
(5) TypeInferenceProof (BOTH BOUNDS(ID, ID) transformation)
Infered types.
(6) Obligation:
TRS:
Rules:
0(#) → #
+'(x, #) → x
+'(#, x) → x
+'(0(x), 0(y)) → 0(+'(x, y))
+'(0(x), 1(y)) → 1(+'(x, y))
+'(1(x), 0(y)) → 1(+'(x, y))
+'(1(x), 1(y)) → 0(+'(+'(x, y), 1(#)))
*'(#, x) → #
*'(0(x), y) → 0(*'(x, y))
*'(1(x), y) → +'(0(*'(x, y)), y)
sum(nil) → 0(#)
sum(cons(x, l)) → +'(x, sum(l))
prod(nil) → 1(#)
prod(cons(x, l)) → *'(x, prod(l))
Types:
0 :: #:1 → #:1
# :: #:1
+' :: #:1 → #:1 → #:1
1 :: #:1 → #:1
*' :: #:1 → #:1 → #:1
sum :: nil:cons → #:1
nil :: nil:cons
cons :: #:1 → nil:cons → nil:cons
prod :: nil:cons → #:1
hole_#:11_2 :: #:1
hole_nil:cons2_2 :: nil:cons
gen_#:13_2 :: Nat → #:1
gen_nil:cons4_2 :: Nat → nil:cons
(7) OrderProof (LOWER BOUND(ID) transformation)
Heuristically decided to analyse the following defined symbols:
+',
*',
sum,
prodThey will be analysed ascendingly in the following order:
+' < *'
+' < sum
*' < prod
(8) Obligation:
TRS:
Rules:
0(
#) →
#+'(
x,
#) →
x+'(
#,
x) →
x+'(
0(
x),
0(
y)) →
0(
+'(
x,
y))
+'(
0(
x),
1(
y)) →
1(
+'(
x,
y))
+'(
1(
x),
0(
y)) →
1(
+'(
x,
y))
+'(
1(
x),
1(
y)) →
0(
+'(
+'(
x,
y),
1(
#)))
*'(
#,
x) →
#*'(
0(
x),
y) →
0(
*'(
x,
y))
*'(
1(
x),
y) →
+'(
0(
*'(
x,
y)),
y)
sum(
nil) →
0(
#)
sum(
cons(
x,
l)) →
+'(
x,
sum(
l))
prod(
nil) →
1(
#)
prod(
cons(
x,
l)) →
*'(
x,
prod(
l))
Types:
0 :: #:1 → #:1
# :: #:1
+' :: #:1 → #:1 → #:1
1 :: #:1 → #:1
*' :: #:1 → #:1 → #:1
sum :: nil:cons → #:1
nil :: nil:cons
cons :: #:1 → nil:cons → nil:cons
prod :: nil:cons → #:1
hole_#:11_2 :: #:1
hole_nil:cons2_2 :: nil:cons
gen_#:13_2 :: Nat → #:1
gen_nil:cons4_2 :: Nat → nil:cons
Generator Equations:
gen_#:13_2(0) ⇔ #
gen_#:13_2(+(x, 1)) ⇔ 1(gen_#:13_2(x))
gen_nil:cons4_2(0) ⇔ nil
gen_nil:cons4_2(+(x, 1)) ⇔ cons(#, gen_nil:cons4_2(x))
The following defined symbols remain to be analysed:
+', *', sum, prod
They will be analysed ascendingly in the following order:
+' < *'
+' < sum
*' < prod
(9) NoRewriteLemmaProof (LOWER BOUND(ID) transformation)
Could not prove a rewrite lemma for the defined symbol +'.
(10) Obligation:
TRS:
Rules:
0(
#) →
#+'(
x,
#) →
x+'(
#,
x) →
x+'(
0(
x),
0(
y)) →
0(
+'(
x,
y))
+'(
0(
x),
1(
y)) →
1(
+'(
x,
y))
+'(
1(
x),
0(
y)) →
1(
+'(
x,
y))
+'(
1(
x),
1(
y)) →
0(
+'(
+'(
x,
y),
1(
#)))
*'(
#,
x) →
#*'(
0(
x),
y) →
0(
*'(
x,
y))
*'(
1(
x),
y) →
+'(
0(
*'(
x,
y)),
y)
sum(
nil) →
0(
#)
sum(
cons(
x,
l)) →
+'(
x,
sum(
l))
prod(
nil) →
1(
#)
prod(
cons(
x,
l)) →
*'(
x,
prod(
l))
Types:
0 :: #:1 → #:1
# :: #:1
+' :: #:1 → #:1 → #:1
1 :: #:1 → #:1
*' :: #:1 → #:1 → #:1
sum :: nil:cons → #:1
nil :: nil:cons
cons :: #:1 → nil:cons → nil:cons
prod :: nil:cons → #:1
hole_#:11_2 :: #:1
hole_nil:cons2_2 :: nil:cons
gen_#:13_2 :: Nat → #:1
gen_nil:cons4_2 :: Nat → nil:cons
Generator Equations:
gen_#:13_2(0) ⇔ #
gen_#:13_2(+(x, 1)) ⇔ 1(gen_#:13_2(x))
gen_nil:cons4_2(0) ⇔ nil
gen_nil:cons4_2(+(x, 1)) ⇔ cons(#, gen_nil:cons4_2(x))
The following defined symbols remain to be analysed:
*', sum, prod
They will be analysed ascendingly in the following order:
*' < prod
(11) RewriteLemmaProof (LOWER BOUND(ID) transformation)
Proved the following rewrite lemma:
*'(
gen_#:13_2(
n137824_2),
gen_#:13_2(
0)) →
gen_#:13_2(
0), rt ∈ Ω(1 + n137824
2)
Induction Base:
*'(gen_#:13_2(0), gen_#:13_2(0)) →RΩ(1)
#
Induction Step:
*'(gen_#:13_2(+(n137824_2, 1)), gen_#:13_2(0)) →RΩ(1)
+'(0(*'(gen_#:13_2(n137824_2), gen_#:13_2(0))), gen_#:13_2(0)) →IH
+'(0(gen_#:13_2(0)), gen_#:13_2(0)) →RΩ(1)
+'(#, gen_#:13_2(0)) →RΩ(1)
#
We have rt ∈ Ω(n1) and sz ∈ O(n). Thus, we have ircR ∈ Ω(n).
(12) Complex Obligation (BEST)
(13) Obligation:
TRS:
Rules:
0(
#) →
#+'(
x,
#) →
x+'(
#,
x) →
x+'(
0(
x),
0(
y)) →
0(
+'(
x,
y))
+'(
0(
x),
1(
y)) →
1(
+'(
x,
y))
+'(
1(
x),
0(
y)) →
1(
+'(
x,
y))
+'(
1(
x),
1(
y)) →
0(
+'(
+'(
x,
y),
1(
#)))
*'(
#,
x) →
#*'(
0(
x),
y) →
0(
*'(
x,
y))
*'(
1(
x),
y) →
+'(
0(
*'(
x,
y)),
y)
sum(
nil) →
0(
#)
sum(
cons(
x,
l)) →
+'(
x,
sum(
l))
prod(
nil) →
1(
#)
prod(
cons(
x,
l)) →
*'(
x,
prod(
l))
Types:
0 :: #:1 → #:1
# :: #:1
+' :: #:1 → #:1 → #:1
1 :: #:1 → #:1
*' :: #:1 → #:1 → #:1
sum :: nil:cons → #:1
nil :: nil:cons
cons :: #:1 → nil:cons → nil:cons
prod :: nil:cons → #:1
hole_#:11_2 :: #:1
hole_nil:cons2_2 :: nil:cons
gen_#:13_2 :: Nat → #:1
gen_nil:cons4_2 :: Nat → nil:cons
Lemmas:
*'(gen_#:13_2(n137824_2), gen_#:13_2(0)) → gen_#:13_2(0), rt ∈ Ω(1 + n1378242)
Generator Equations:
gen_#:13_2(0) ⇔ #
gen_#:13_2(+(x, 1)) ⇔ 1(gen_#:13_2(x))
gen_nil:cons4_2(0) ⇔ nil
gen_nil:cons4_2(+(x, 1)) ⇔ cons(#, gen_nil:cons4_2(x))
The following defined symbols remain to be analysed:
sum, prod
(14) RewriteLemmaProof (LOWER BOUND(ID) transformation)
Proved the following rewrite lemma:
sum(
gen_nil:cons4_2(
n142939_2)) →
gen_#:13_2(
0), rt ∈ Ω(1 + n142939
2)
Induction Base:
sum(gen_nil:cons4_2(0)) →RΩ(1)
0(#) →RΩ(1)
#
Induction Step:
sum(gen_nil:cons4_2(+(n142939_2, 1))) →RΩ(1)
+'(#, sum(gen_nil:cons4_2(n142939_2))) →IH
+'(#, gen_#:13_2(0)) →RΩ(1)
#
We have rt ∈ Ω(n1) and sz ∈ O(n). Thus, we have ircR ∈ Ω(n).
(15) Complex Obligation (BEST)
(16) Obligation:
TRS:
Rules:
0(
#) →
#+'(
x,
#) →
x+'(
#,
x) →
x+'(
0(
x),
0(
y)) →
0(
+'(
x,
y))
+'(
0(
x),
1(
y)) →
1(
+'(
x,
y))
+'(
1(
x),
0(
y)) →
1(
+'(
x,
y))
+'(
1(
x),
1(
y)) →
0(
+'(
+'(
x,
y),
1(
#)))
*'(
#,
x) →
#*'(
0(
x),
y) →
0(
*'(
x,
y))
*'(
1(
x),
y) →
+'(
0(
*'(
x,
y)),
y)
sum(
nil) →
0(
#)
sum(
cons(
x,
l)) →
+'(
x,
sum(
l))
prod(
nil) →
1(
#)
prod(
cons(
x,
l)) →
*'(
x,
prod(
l))
Types:
0 :: #:1 → #:1
# :: #:1
+' :: #:1 → #:1 → #:1
1 :: #:1 → #:1
*' :: #:1 → #:1 → #:1
sum :: nil:cons → #:1
nil :: nil:cons
cons :: #:1 → nil:cons → nil:cons
prod :: nil:cons → #:1
hole_#:11_2 :: #:1
hole_nil:cons2_2 :: nil:cons
gen_#:13_2 :: Nat → #:1
gen_nil:cons4_2 :: Nat → nil:cons
Lemmas:
*'(gen_#:13_2(n137824_2), gen_#:13_2(0)) → gen_#:13_2(0), rt ∈ Ω(1 + n1378242)
sum(gen_nil:cons4_2(n142939_2)) → gen_#:13_2(0), rt ∈ Ω(1 + n1429392)
Generator Equations:
gen_#:13_2(0) ⇔ #
gen_#:13_2(+(x, 1)) ⇔ 1(gen_#:13_2(x))
gen_nil:cons4_2(0) ⇔ nil
gen_nil:cons4_2(+(x, 1)) ⇔ cons(#, gen_nil:cons4_2(x))
The following defined symbols remain to be analysed:
prod
(17) NoRewriteLemmaProof (LOWER BOUND(ID) transformation)
Could not prove a rewrite lemma for the defined symbol prod.
(18) Obligation:
TRS:
Rules:
0(
#) →
#+'(
x,
#) →
x+'(
#,
x) →
x+'(
0(
x),
0(
y)) →
0(
+'(
x,
y))
+'(
0(
x),
1(
y)) →
1(
+'(
x,
y))
+'(
1(
x),
0(
y)) →
1(
+'(
x,
y))
+'(
1(
x),
1(
y)) →
0(
+'(
+'(
x,
y),
1(
#)))
*'(
#,
x) →
#*'(
0(
x),
y) →
0(
*'(
x,
y))
*'(
1(
x),
y) →
+'(
0(
*'(
x,
y)),
y)
sum(
nil) →
0(
#)
sum(
cons(
x,
l)) →
+'(
x,
sum(
l))
prod(
nil) →
1(
#)
prod(
cons(
x,
l)) →
*'(
x,
prod(
l))
Types:
0 :: #:1 → #:1
# :: #:1
+' :: #:1 → #:1 → #:1
1 :: #:1 → #:1
*' :: #:1 → #:1 → #:1
sum :: nil:cons → #:1
nil :: nil:cons
cons :: #:1 → nil:cons → nil:cons
prod :: nil:cons → #:1
hole_#:11_2 :: #:1
hole_nil:cons2_2 :: nil:cons
gen_#:13_2 :: Nat → #:1
gen_nil:cons4_2 :: Nat → nil:cons
Lemmas:
*'(gen_#:13_2(n137824_2), gen_#:13_2(0)) → gen_#:13_2(0), rt ∈ Ω(1 + n1378242)
sum(gen_nil:cons4_2(n142939_2)) → gen_#:13_2(0), rt ∈ Ω(1 + n1429392)
Generator Equations:
gen_#:13_2(0) ⇔ #
gen_#:13_2(+(x, 1)) ⇔ 1(gen_#:13_2(x))
gen_nil:cons4_2(0) ⇔ nil
gen_nil:cons4_2(+(x, 1)) ⇔ cons(#, gen_nil:cons4_2(x))
No more defined symbols left to analyse.
(19) LowerBoundsProof (EQUIVALENT transformation)
The lowerbound Ω(n1) was proven with the following lemma:
*'(gen_#:13_2(n137824_2), gen_#:13_2(0)) → gen_#:13_2(0), rt ∈ Ω(1 + n1378242)
(20) BOUNDS(n^1, INF)
(21) Obligation:
TRS:
Rules:
0(
#) →
#+'(
x,
#) →
x+'(
#,
x) →
x+'(
0(
x),
0(
y)) →
0(
+'(
x,
y))
+'(
0(
x),
1(
y)) →
1(
+'(
x,
y))
+'(
1(
x),
0(
y)) →
1(
+'(
x,
y))
+'(
1(
x),
1(
y)) →
0(
+'(
+'(
x,
y),
1(
#)))
*'(
#,
x) →
#*'(
0(
x),
y) →
0(
*'(
x,
y))
*'(
1(
x),
y) →
+'(
0(
*'(
x,
y)),
y)
sum(
nil) →
0(
#)
sum(
cons(
x,
l)) →
+'(
x,
sum(
l))
prod(
nil) →
1(
#)
prod(
cons(
x,
l)) →
*'(
x,
prod(
l))
Types:
0 :: #:1 → #:1
# :: #:1
+' :: #:1 → #:1 → #:1
1 :: #:1 → #:1
*' :: #:1 → #:1 → #:1
sum :: nil:cons → #:1
nil :: nil:cons
cons :: #:1 → nil:cons → nil:cons
prod :: nil:cons → #:1
hole_#:11_2 :: #:1
hole_nil:cons2_2 :: nil:cons
gen_#:13_2 :: Nat → #:1
gen_nil:cons4_2 :: Nat → nil:cons
Lemmas:
*'(gen_#:13_2(n137824_2), gen_#:13_2(0)) → gen_#:13_2(0), rt ∈ Ω(1 + n1378242)
sum(gen_nil:cons4_2(n142939_2)) → gen_#:13_2(0), rt ∈ Ω(1 + n1429392)
Generator Equations:
gen_#:13_2(0) ⇔ #
gen_#:13_2(+(x, 1)) ⇔ 1(gen_#:13_2(x))
gen_nil:cons4_2(0) ⇔ nil
gen_nil:cons4_2(+(x, 1)) ⇔ cons(#, gen_nil:cons4_2(x))
No more defined symbols left to analyse.
(22) LowerBoundsProof (EQUIVALENT transformation)
The lowerbound Ω(n1) was proven with the following lemma:
*'(gen_#:13_2(n137824_2), gen_#:13_2(0)) → gen_#:13_2(0), rt ∈ Ω(1 + n1378242)
(23) BOUNDS(n^1, INF)
(24) Obligation:
TRS:
Rules:
0(
#) →
#+'(
x,
#) →
x+'(
#,
x) →
x+'(
0(
x),
0(
y)) →
0(
+'(
x,
y))
+'(
0(
x),
1(
y)) →
1(
+'(
x,
y))
+'(
1(
x),
0(
y)) →
1(
+'(
x,
y))
+'(
1(
x),
1(
y)) →
0(
+'(
+'(
x,
y),
1(
#)))
*'(
#,
x) →
#*'(
0(
x),
y) →
0(
*'(
x,
y))
*'(
1(
x),
y) →
+'(
0(
*'(
x,
y)),
y)
sum(
nil) →
0(
#)
sum(
cons(
x,
l)) →
+'(
x,
sum(
l))
prod(
nil) →
1(
#)
prod(
cons(
x,
l)) →
*'(
x,
prod(
l))
Types:
0 :: #:1 → #:1
# :: #:1
+' :: #:1 → #:1 → #:1
1 :: #:1 → #:1
*' :: #:1 → #:1 → #:1
sum :: nil:cons → #:1
nil :: nil:cons
cons :: #:1 → nil:cons → nil:cons
prod :: nil:cons → #:1
hole_#:11_2 :: #:1
hole_nil:cons2_2 :: nil:cons
gen_#:13_2 :: Nat → #:1
gen_nil:cons4_2 :: Nat → nil:cons
Lemmas:
*'(gen_#:13_2(n137824_2), gen_#:13_2(0)) → gen_#:13_2(0), rt ∈ Ω(1 + n1378242)
Generator Equations:
gen_#:13_2(0) ⇔ #
gen_#:13_2(+(x, 1)) ⇔ 1(gen_#:13_2(x))
gen_nil:cons4_2(0) ⇔ nil
gen_nil:cons4_2(+(x, 1)) ⇔ cons(#, gen_nil:cons4_2(x))
No more defined symbols left to analyse.
(25) LowerBoundsProof (EQUIVALENT transformation)
The lowerbound Ω(n1) was proven with the following lemma:
*'(gen_#:13_2(n137824_2), gen_#:13_2(0)) → gen_#:13_2(0), rt ∈ Ω(1 + n1378242)
(26) BOUNDS(n^1, INF)