(0) Obligation:
Runtime Complexity TRS:
The TRS R consists of the following rules:
times(x, y) → help(x, y, 0)
help(x, y, c) → if(lt(c, y), x, y, c)
if(true, x, y, c) → plus(x, help(x, y, s(c)))
if(false, x, y, c) → 0
lt(0, s(x)) → true
lt(s(x), 0) → false
lt(s(x), s(y)) → lt(x, y)
plus(x, 0) → x
plus(0, x) → x
plus(x, s(y)) → s(plus(x, y))
plus(s(x), y) → s(plus(x, y))
Rewrite Strategy: FULL
(1) DecreasingLoopProof (EQUIVALENT transformation)
The following loop(s) give(s) rise to the lower bound Ω(n1):
The rewrite sequence
lt(s(x), s(y)) →+ lt(x, y)
gives rise to a decreasing loop by considering the right hand sides subterm at position [].
The pumping substitution is [x / s(x), y / s(y)].
The result substitution is [ ].
(2) BOUNDS(n^1, 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:
times(x, y) → help(x, y, 0')
help(x, y, c) → if(lt(c, y), x, y, c)
if(true, x, y, c) → plus(x, help(x, y, s(c)))
if(false, x, y, c) → 0'
lt(0', s(x)) → true
lt(s(x), 0') → false
lt(s(x), s(y)) → lt(x, y)
plus(x, 0') → x
plus(0', x) → x
plus(x, s(y)) → s(plus(x, y))
plus(s(x), y) → s(plus(x, y))
S is empty.
Rewrite Strategy: FULL
(5) TypeInferenceProof (BOTH BOUNDS(ID, ID) transformation)
Infered types.
(6) Obligation:
TRS:
Rules:
times(x, y) → help(x, y, 0')
help(x, y, c) → if(lt(c, y), x, y, c)
if(true, x, y, c) → plus(x, help(x, y, s(c)))
if(false, x, y, c) → 0'
lt(0', s(x)) → true
lt(s(x), 0') → false
lt(s(x), s(y)) → lt(x, y)
plus(x, 0') → x
plus(0', x) → x
plus(x, s(y)) → s(plus(x, y))
plus(s(x), y) → s(plus(x, y))
Types:
times :: 0':s → 0':s → 0':s
help :: 0':s → 0':s → 0':s → 0':s
0' :: 0':s
if :: true:false → 0':s → 0':s → 0':s → 0':s
lt :: 0':s → 0':s → true:false
true :: true:false
plus :: 0':s → 0':s → 0':s
s :: 0':s → 0':s
false :: true:false
hole_0':s1_0 :: 0':s
hole_true:false2_0 :: true:false
gen_0':s3_0 :: Nat → 0':s
(7) OrderProof (LOWER BOUND(ID) transformation)
Heuristically decided to analyse the following defined symbols:
help,
lt,
plusThey will be analysed ascendingly in the following order:
lt < help
plus < help
(8) Obligation:
TRS:
Rules:
times(
x,
y) →
help(
x,
y,
0')
help(
x,
y,
c) →
if(
lt(
c,
y),
x,
y,
c)
if(
true,
x,
y,
c) →
plus(
x,
help(
x,
y,
s(
c)))
if(
false,
x,
y,
c) →
0'lt(
0',
s(
x)) →
truelt(
s(
x),
0') →
falselt(
s(
x),
s(
y)) →
lt(
x,
y)
plus(
x,
0') →
xplus(
0',
x) →
xplus(
x,
s(
y)) →
s(
plus(
x,
y))
plus(
s(
x),
y) →
s(
plus(
x,
y))
Types:
times :: 0':s → 0':s → 0':s
help :: 0':s → 0':s → 0':s → 0':s
0' :: 0':s
if :: true:false → 0':s → 0':s → 0':s → 0':s
lt :: 0':s → 0':s → true:false
true :: true:false
plus :: 0':s → 0':s → 0':s
s :: 0':s → 0':s
false :: true:false
hole_0':s1_0 :: 0':s
hole_true:false2_0 :: true:false
gen_0':s3_0 :: Nat → 0':s
Generator Equations:
gen_0':s3_0(0) ⇔ 0'
gen_0':s3_0(+(x, 1)) ⇔ s(gen_0':s3_0(x))
The following defined symbols remain to be analysed:
lt, help, plus
They will be analysed ascendingly in the following order:
lt < help
plus < help
(9) RewriteLemmaProof (LOWER BOUND(ID) transformation)
Proved the following rewrite lemma:
lt(
gen_0':s3_0(
n5_0),
gen_0':s3_0(
+(
1,
n5_0))) →
true, rt ∈ Ω(1 + n5
0)
Induction Base:
lt(gen_0':s3_0(0), gen_0':s3_0(+(1, 0))) →RΩ(1)
true
Induction Step:
lt(gen_0':s3_0(+(n5_0, 1)), gen_0':s3_0(+(1, +(n5_0, 1)))) →RΩ(1)
lt(gen_0':s3_0(n5_0), gen_0':s3_0(+(1, n5_0))) →IH
true
We have rt ∈ Ω(n1) and sz ∈ O(n). Thus, we have ircR ∈ Ω(n).
(10) Complex Obligation (BEST)
(11) Obligation:
TRS:
Rules:
times(
x,
y) →
help(
x,
y,
0')
help(
x,
y,
c) →
if(
lt(
c,
y),
x,
y,
c)
if(
true,
x,
y,
c) →
plus(
x,
help(
x,
y,
s(
c)))
if(
false,
x,
y,
c) →
0'lt(
0',
s(
x)) →
truelt(
s(
x),
0') →
falselt(
s(
x),
s(
y)) →
lt(
x,
y)
plus(
x,
0') →
xplus(
0',
x) →
xplus(
x,
s(
y)) →
s(
plus(
x,
y))
plus(
s(
x),
y) →
s(
plus(
x,
y))
Types:
times :: 0':s → 0':s → 0':s
help :: 0':s → 0':s → 0':s → 0':s
0' :: 0':s
if :: true:false → 0':s → 0':s → 0':s → 0':s
lt :: 0':s → 0':s → true:false
true :: true:false
plus :: 0':s → 0':s → 0':s
s :: 0':s → 0':s
false :: true:false
hole_0':s1_0 :: 0':s
hole_true:false2_0 :: true:false
gen_0':s3_0 :: Nat → 0':s
Lemmas:
lt(gen_0':s3_0(n5_0), gen_0':s3_0(+(1, n5_0))) → true, rt ∈ Ω(1 + n50)
Generator Equations:
gen_0':s3_0(0) ⇔ 0'
gen_0':s3_0(+(x, 1)) ⇔ s(gen_0':s3_0(x))
The following defined symbols remain to be analysed:
plus, help
They will be analysed ascendingly in the following order:
plus < help
(12) RewriteLemmaProof (LOWER BOUND(ID) transformation)
Proved the following rewrite lemma:
plus(
gen_0':s3_0(
a),
gen_0':s3_0(
n306_0)) →
gen_0':s3_0(
+(
n306_0,
a)), rt ∈ Ω(1 + n306
0)
Induction Base:
plus(gen_0':s3_0(a), gen_0':s3_0(0)) →RΩ(1)
gen_0':s3_0(a)
Induction Step:
plus(gen_0':s3_0(a), gen_0':s3_0(+(n306_0, 1))) →RΩ(1)
s(plus(gen_0':s3_0(a), gen_0':s3_0(n306_0))) →IH
s(gen_0':s3_0(+(a, c307_0)))
We have rt ∈ Ω(n1) and sz ∈ O(n). Thus, we have ircR ∈ Ω(n).
(13) Complex Obligation (BEST)
(14) Obligation:
TRS:
Rules:
times(
x,
y) →
help(
x,
y,
0')
help(
x,
y,
c) →
if(
lt(
c,
y),
x,
y,
c)
if(
true,
x,
y,
c) →
plus(
x,
help(
x,
y,
s(
c)))
if(
false,
x,
y,
c) →
0'lt(
0',
s(
x)) →
truelt(
s(
x),
0') →
falselt(
s(
x),
s(
y)) →
lt(
x,
y)
plus(
x,
0') →
xplus(
0',
x) →
xplus(
x,
s(
y)) →
s(
plus(
x,
y))
plus(
s(
x),
y) →
s(
plus(
x,
y))
Types:
times :: 0':s → 0':s → 0':s
help :: 0':s → 0':s → 0':s → 0':s
0' :: 0':s
if :: true:false → 0':s → 0':s → 0':s → 0':s
lt :: 0':s → 0':s → true:false
true :: true:false
plus :: 0':s → 0':s → 0':s
s :: 0':s → 0':s
false :: true:false
hole_0':s1_0 :: 0':s
hole_true:false2_0 :: true:false
gen_0':s3_0 :: Nat → 0':s
Lemmas:
lt(gen_0':s3_0(n5_0), gen_0':s3_0(+(1, n5_0))) → true, rt ∈ Ω(1 + n50)
plus(gen_0':s3_0(a), gen_0':s3_0(n306_0)) → gen_0':s3_0(+(n306_0, a)), rt ∈ Ω(1 + n3060)
Generator Equations:
gen_0':s3_0(0) ⇔ 0'
gen_0':s3_0(+(x, 1)) ⇔ s(gen_0':s3_0(x))
The following defined symbols remain to be analysed:
help
(15) NoRewriteLemmaProof (LOWER BOUND(ID) transformation)
Could not prove a rewrite lemma for the defined symbol help.
(16) Obligation:
TRS:
Rules:
times(
x,
y) →
help(
x,
y,
0')
help(
x,
y,
c) →
if(
lt(
c,
y),
x,
y,
c)
if(
true,
x,
y,
c) →
plus(
x,
help(
x,
y,
s(
c)))
if(
false,
x,
y,
c) →
0'lt(
0',
s(
x)) →
truelt(
s(
x),
0') →
falselt(
s(
x),
s(
y)) →
lt(
x,
y)
plus(
x,
0') →
xplus(
0',
x) →
xplus(
x,
s(
y)) →
s(
plus(
x,
y))
plus(
s(
x),
y) →
s(
plus(
x,
y))
Types:
times :: 0':s → 0':s → 0':s
help :: 0':s → 0':s → 0':s → 0':s
0' :: 0':s
if :: true:false → 0':s → 0':s → 0':s → 0':s
lt :: 0':s → 0':s → true:false
true :: true:false
plus :: 0':s → 0':s → 0':s
s :: 0':s → 0':s
false :: true:false
hole_0':s1_0 :: 0':s
hole_true:false2_0 :: true:false
gen_0':s3_0 :: Nat → 0':s
Lemmas:
lt(gen_0':s3_0(n5_0), gen_0':s3_0(+(1, n5_0))) → true, rt ∈ Ω(1 + n50)
plus(gen_0':s3_0(a), gen_0':s3_0(n306_0)) → gen_0':s3_0(+(n306_0, a)), rt ∈ Ω(1 + n3060)
Generator Equations:
gen_0':s3_0(0) ⇔ 0'
gen_0':s3_0(+(x, 1)) ⇔ s(gen_0':s3_0(x))
No more defined symbols left to analyse.
(17) LowerBoundsProof (EQUIVALENT transformation)
The lowerbound Ω(n1) was proven with the following lemma:
lt(gen_0':s3_0(n5_0), gen_0':s3_0(+(1, n5_0))) → true, rt ∈ Ω(1 + n50)
(18) BOUNDS(n^1, INF)
(19) Obligation:
TRS:
Rules:
times(
x,
y) →
help(
x,
y,
0')
help(
x,
y,
c) →
if(
lt(
c,
y),
x,
y,
c)
if(
true,
x,
y,
c) →
plus(
x,
help(
x,
y,
s(
c)))
if(
false,
x,
y,
c) →
0'lt(
0',
s(
x)) →
truelt(
s(
x),
0') →
falselt(
s(
x),
s(
y)) →
lt(
x,
y)
plus(
x,
0') →
xplus(
0',
x) →
xplus(
x,
s(
y)) →
s(
plus(
x,
y))
plus(
s(
x),
y) →
s(
plus(
x,
y))
Types:
times :: 0':s → 0':s → 0':s
help :: 0':s → 0':s → 0':s → 0':s
0' :: 0':s
if :: true:false → 0':s → 0':s → 0':s → 0':s
lt :: 0':s → 0':s → true:false
true :: true:false
plus :: 0':s → 0':s → 0':s
s :: 0':s → 0':s
false :: true:false
hole_0':s1_0 :: 0':s
hole_true:false2_0 :: true:false
gen_0':s3_0 :: Nat → 0':s
Lemmas:
lt(gen_0':s3_0(n5_0), gen_0':s3_0(+(1, n5_0))) → true, rt ∈ Ω(1 + n50)
plus(gen_0':s3_0(a), gen_0':s3_0(n306_0)) → gen_0':s3_0(+(n306_0, a)), rt ∈ Ω(1 + n3060)
Generator Equations:
gen_0':s3_0(0) ⇔ 0'
gen_0':s3_0(+(x, 1)) ⇔ s(gen_0':s3_0(x))
No more defined symbols left to analyse.
(20) LowerBoundsProof (EQUIVALENT transformation)
The lowerbound Ω(n1) was proven with the following lemma:
lt(gen_0':s3_0(n5_0), gen_0':s3_0(+(1, n5_0))) → true, rt ∈ Ω(1 + n50)
(21) BOUNDS(n^1, INF)
(22) Obligation:
TRS:
Rules:
times(
x,
y) →
help(
x,
y,
0')
help(
x,
y,
c) →
if(
lt(
c,
y),
x,
y,
c)
if(
true,
x,
y,
c) →
plus(
x,
help(
x,
y,
s(
c)))
if(
false,
x,
y,
c) →
0'lt(
0',
s(
x)) →
truelt(
s(
x),
0') →
falselt(
s(
x),
s(
y)) →
lt(
x,
y)
plus(
x,
0') →
xplus(
0',
x) →
xplus(
x,
s(
y)) →
s(
plus(
x,
y))
plus(
s(
x),
y) →
s(
plus(
x,
y))
Types:
times :: 0':s → 0':s → 0':s
help :: 0':s → 0':s → 0':s → 0':s
0' :: 0':s
if :: true:false → 0':s → 0':s → 0':s → 0':s
lt :: 0':s → 0':s → true:false
true :: true:false
plus :: 0':s → 0':s → 0':s
s :: 0':s → 0':s
false :: true:false
hole_0':s1_0 :: 0':s
hole_true:false2_0 :: true:false
gen_0':s3_0 :: Nat → 0':s
Lemmas:
lt(gen_0':s3_0(n5_0), gen_0':s3_0(+(1, n5_0))) → true, rt ∈ Ω(1 + n50)
Generator Equations:
gen_0':s3_0(0) ⇔ 0'
gen_0':s3_0(+(x, 1)) ⇔ s(gen_0':s3_0(x))
No more defined symbols left to analyse.
(23) LowerBoundsProof (EQUIVALENT transformation)
The lowerbound Ω(n1) was proven with the following lemma:
lt(gen_0':s3_0(n5_0), gen_0':s3_0(+(1, n5_0))) → true, rt ∈ Ω(1 + n50)
(24) BOUNDS(n^1, INF)