The Runtime Complexity (innermost) of the given CpxTRS could be proven to be BOUNDS(n^1, INF).

(0) Obligation:

Runtime Complexity TRS:
The TRS R consists of the following rules:

f(s(x)) → s(s(f(p(s(x)))))
f(0) → 0
p(s(x)) → x

Rewrite Strategy: INNERMOST

(1) RenamingProof (EQUIVALENT transformation)

Renamed function symbols to avoid clashes with predefined symbol.

(2) Obligation:

Runtime Complexity Relative TRS:
The TRS R consists of the following rules:

f(s(x)) → s(s(f(p(s(x)))))
f(0') → 0'
p(s(x)) → x

S is empty.
Rewrite Strategy: INNERMOST

(3) TypeInferenceProof (BOTH BOUNDS(ID, ID) transformation)

Infered types.

(4) Obligation:

Innermost TRS:
Rules:
f(s(x)) → s(s(f(p(s(x)))))
f(0') → 0'
p(s(x)) → x

Types:
f :: s:0' → s:0'
s :: s:0' → s:0'
p :: s:0' → s:0'
0' :: s:0'
hole_s:0'1_0 :: s:0'
gen_s:0'2_0 :: Nat → s:0'

(5) OrderProof (LOWER BOUND(ID) transformation)

Heuristically decided to analyse the following defined symbols:
f

(6) Obligation:

Innermost TRS:
Rules:
f(s(x)) → s(s(f(p(s(x)))))
f(0') → 0'
p(s(x)) → x

Types:
f :: s:0' → s:0'
s :: s:0' → s:0'
p :: s:0' → s:0'
0' :: s:0'
hole_s:0'1_0 :: s:0'
gen_s:0'2_0 :: Nat → s:0'

Generator Equations:
gen_s:0'2_0(0) ⇔ 0'
gen_s:0'2_0(+(x, 1)) ⇔ s(gen_s:0'2_0(x))

The following defined symbols remain to be analysed:
f

(7) RewriteLemmaProof (LOWER BOUND(ID) transformation)

Proved the following rewrite lemma:
f(gen_s:0'2_0(n4_0)) → gen_s:0'2_0(*(2, n4_0)), rt ∈ Ω(1 + n4₀)

Induction Base:
f(gen_s:0'2_0(0)) →_R^Ω(1)
0'

Induction Step:
f(gen_s:0'2_0(+(n4_0, 1))) →_R^Ω(1)
s(s(f(p(s(gen_s:0'2_0(n4_0)))))) →_R^Ω(1)
s(s(f(gen_s:0'2_0(n4_0)))) →_IH
s(s(gen_s:0'2_0(*(2, c5_0))))

We have rt ∈ Ω(n¹) and sz ∈ O(n). Thus, we have irc_R ∈ Ω(n).

(8) Complex Obligation (BEST)

(9) Obligation:

Innermost TRS:
Rules:
f(s(x)) → s(s(f(p(s(x)))))
f(0') → 0'
p(s(x)) → x

Types:
f :: s:0' → s:0'
s :: s:0' → s:0'
p :: s:0' → s:0'
0' :: s:0'
hole_s:0'1_0 :: s:0'
gen_s:0'2_0 :: Nat → s:0'

Lemmas:
f(gen_s:0'2_0(n4_0)) → gen_s:0'2_0(*(2, n4_0)), rt ∈ Ω(1 + n4₀)

Generator Equations:
gen_s:0'2_0(0) ⇔ 0'
gen_s:0'2_0(+(x, 1)) ⇔ s(gen_s:0'2_0(x))

No more defined symbols left to analyse.

(10) LowerBoundsProof (EQUIVALENT transformation)

The lowerbound Ω(n¹) was proven with the following lemma:
f(gen_s:0'2_0(n4_0)) → gen_s:0'2_0(*(2, n4_0)), rt ∈ Ω(1 + n4₀)

(11) BOUNDS(n^1, INF)

(12) Obligation:

Innermost TRS:
Rules:
f(s(x)) → s(s(f(p(s(x)))))
f(0') → 0'
p(s(x)) → x

Types:
f :: s:0' → s:0'
s :: s:0' → s:0'
p :: s:0' → s:0'
0' :: s:0'
hole_s:0'1_0 :: s:0'
gen_s:0'2_0 :: Nat → s:0'

Lemmas:
f(gen_s:0'2_0(n4_0)) → gen_s:0'2_0(*(2, n4_0)), rt ∈ Ω(1 + n4₀)

Generator Equations:
gen_s:0'2_0(0) ⇔ 0'
gen_s:0'2_0(+(x, 1)) ⇔ s(gen_s:0'2_0(x))

No more defined symbols left to analyse.

(13) LowerBoundsProof (EQUIVALENT transformation)

The lowerbound Ω(n¹) was proven with the following lemma:
f(gen_s:0'2_0(n4_0)) → gen_s:0'2_0(*(2, n4_0)), rt ∈ Ω(1 + n4₀)

(14) BOUNDS(n^1, INF)