Certification Problem

Input (TPDB Runtime_Complexity_Innermost_Rewriting/AG01/#3.6b)

The rewrite relation of the following TRS is considered.

le(0,y) true (1)
le(s(x),0) false (2)
le(s(x),s(y)) le(x,y) (3)
minus(0,y) 0 (4)
minus(s(x),y) if_minus(le(s(x),y),s(x),y) (5)
if_minus(true,s(x),y) 0 (6)
if_minus(false,s(x),y) s(minus(x,y)) (7)
gcd(0,y) y (8)
gcd(s(x),0) s(x) (9)
gcd(s(x),s(y)) if_gcd(le(y,x),s(x),s(y)) (10)
if_gcd(true,s(x),s(y)) gcd(minus(x,y),s(y)) (11)
if_gcd(false,s(x),s(y)) gcd(minus(y,x),s(x)) (12)
The evaluation strategy is innermost.

Property / Task

Determine bounds on the runtime complexity.

Answer / Result

An upperbound for the complexity is O(n3).

Proof (by AProVE @ termCOMP 2023)

1 Dependency Tuples

We get the following set of dependency tuples:
le#(0,z0) c (14)
originates from
le(0,z0) true (13)
le#(s(z0),0) c1 (16)
originates from
le(s(z0),0) false (15)
le#(s(z0),s(z1)) c2(le#(z0,z1)) (18)
originates from
le(s(z0),s(z1)) le(z0,z1) (17)
minus#(0,z0) c3 (20)
originates from
minus(0,z0) 0 (19)
minus#(s(z0),z1) c4(if_minus#(le(s(z0),z1),s(z0),z1),le#(s(z0),z1)) (22)
originates from
minus(s(z0),z1) if_minus(le(s(z0),z1),s(z0),z1) (21)
if_minus#(true,s(z0),z1) c5 (24)
originates from
if_minus(true,s(z0),z1) 0 (23)
if_minus#(false,s(z0),z1) c6(minus#(z0,z1)) (26)
originates from
if_minus(false,s(z0),z1) s(minus(z0,z1)) (25)
gcd#(0,z0) c7 (28)
originates from
gcd(0,z0) z0 (27)
gcd#(s(z0),0) c8 (30)
originates from
gcd(s(z0),0) s(z0) (29)
gcd#(s(z0),s(z1)) c9(if_gcd#(le(z1,z0),s(z0),s(z1)),le#(z1,z0)) (32)
originates from
gcd(s(z0),s(z1)) if_gcd(le(z1,z0),s(z0),s(z1)) (31)
if_gcd#(true,s(z0),s(z1)) c10(gcd#(minus(z0,z1),s(z1)),minus#(z0,z1)) (34)
originates from
if_gcd(true,s(z0),s(z1)) gcd(minus(z0,z1),s(z1)) (33)
if_gcd#(false,s(z0),s(z1)) c11(gcd#(minus(z1,z0),s(z0)),minus#(z1,z0)) (36)
originates from
if_gcd(false,s(z0),s(z1)) gcd(minus(z1,z0),s(z0)) (35)
Moreover, we add the following terms to the innermost strategy.
le#(0,z0)
le#(s(z0),0)
le#(s(z0),s(z1))
minus#(0,z0)
minus#(s(z0),z1)
if_minus#(true,s(z0),z1)
if_minus#(false,s(z0),z1)
gcd#(0,z0)
gcd#(s(z0),0)
gcd#(s(z0),s(z1))
if_gcd#(true,s(z0),s(z1))
if_gcd#(false,s(z0),s(z1))

1.1 Usable Rules

We remove the following rules since they are not usable.
gcd(0,z0) z0 (27)
gcd(s(z0),0) s(z0) (29)
gcd(s(z0),s(z1)) if_gcd(le(z1,z0),s(z0),s(z1)) (31)
if_gcd(true,s(z0),s(z1)) gcd(minus(z0,z1),s(z1)) (33)
if_gcd(false,s(z0),s(z1)) gcd(minus(z1,z0),s(z0)) (35)

1.1.1 Rule Shifting

The rules
gcd#(s(z0),0) c8 (30)
are strictly oriented by the following linear polynomial interpretation over the naturals
[c] = 0
[c1] = 0
[c2(x1)] = 1 · x1 + 0
[c3] = 0
[c4(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c5] = 0
[c6(x1)] = 1 · x1 + 0
[c7] = 0
[c8] = 0
[c9(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c10(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c11(x1, x2)] = 1 · x1 + 0 + 1 · x2
[le(x1, x2)] = 1 · x2 + 0
[minus(x1, x2)] = 1 + 1 · x2
[if_minus(x1, x2, x3)] = 1 + 1 · x2 + 1 · x3
[le#(x1, x2)] = 0
[minus#(x1, x2)] = 0
[if_minus#(x1, x2, x3)] = 1 · x2 + 0
[gcd#(x1, x2)] = 1 · x2 + 0
[if_gcd#(x1, x2, x3)] = 1 · x2 + 0 + 1 · x3
[0] = 1
[s(x1)] = 0
[false] = 0
[true] = 0
which has the intended complexity. Here, only the following usable rules have been considered:
le#(0,z0) c (14)
le#(s(z0),0) c1 (16)
le#(s(z0),s(z1)) c2(le#(z0,z1)) (18)
minus#(0,z0) c3 (20)
minus#(s(z0),z1) c4(if_minus#(le(s(z0),z1),s(z0),z1),le#(s(z0),z1)) (22)
if_minus#(true,s(z0),z1) c5 (24)
if_minus#(false,s(z0),z1) c6(minus#(z0,z1)) (26)
gcd#(0,z0) c7 (28)
gcd#(s(z0),0) c8 (30)
gcd#(s(z0),s(z1)) c9(if_gcd#(le(z1,z0),s(z0),s(z1)),le#(z1,z0)) (32)
if_gcd#(true,s(z0),s(z1)) c10(gcd#(minus(z0,z1),s(z1)),minus#(z0,z1)) (34)
if_gcd#(false,s(z0),s(z1)) c11(gcd#(minus(z1,z0),s(z0)),minus#(z1,z0)) (36)

1.1.1.1 Rule Shifting

The rules
gcd#(0,z0) c7 (28)
are strictly oriented by the following linear polynomial interpretation over the naturals
[c] = 0
[c1] = 0
[c2(x1)] = 1 · x1 + 0
[c3] = 0
[c4(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c5] = 0
[c6(x1)] = 1 · x1 + 0
[c7] = 0
[c8] = 0
[c9(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c10(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c11(x1, x2)] = 1 · x1 + 0 + 1 · x2
[le(x1, x2)] = 1 · x2 + 0
[minus(x1, x2)] = 1 + 1 · x2
[if_minus(x1, x2, x3)] = 1 + 1 · x2 + 1 · x3
[le#(x1, x2)] = 0
[minus#(x1, x2)] = 0
[if_minus#(x1, x2, x3)] = 0
[gcd#(x1, x2)] = 1 + 1 · x2
[if_gcd#(x1, x2, x3)] = 1 + 1 · x2
[0] = 1
[s(x1)] = 1
[false] = 0
[true] = 0
which has the intended complexity. Here, only the following usable rules have been considered:
le#(0,z0) c (14)
le#(s(z0),0) c1 (16)
le#(s(z0),s(z1)) c2(le#(z0,z1)) (18)
minus#(0,z0) c3 (20)
minus#(s(z0),z1) c4(if_minus#(le(s(z0),z1),s(z0),z1),le#(s(z0),z1)) (22)
if_minus#(true,s(z0),z1) c5 (24)
if_minus#(false,s(z0),z1) c6(minus#(z0,z1)) (26)
gcd#(0,z0) c7 (28)
gcd#(s(z0),0) c8 (30)
gcd#(s(z0),s(z1)) c9(if_gcd#(le(z1,z0),s(z0),s(z1)),le#(z1,z0)) (32)
if_gcd#(true,s(z0),s(z1)) c10(gcd#(minus(z0,z1),s(z1)),minus#(z0,z1)) (34)
if_gcd#(false,s(z0),s(z1)) c11(gcd#(minus(z1,z0),s(z0)),minus#(z1,z0)) (36)

1.1.1.1.1 Rule Shifting

The rules
if_gcd#(true,s(z0),s(z1)) c10(gcd#(minus(z0,z1),s(z1)),minus#(z0,z1)) (34)
if_gcd#(false,s(z0),s(z1)) c11(gcd#(minus(z1,z0),s(z0)),minus#(z1,z0)) (36)
are strictly oriented by the following linear polynomial interpretation over the naturals
[c] = 0
[c1] = 0
[c2(x1)] = 1 · x1 + 0
[c3] = 0
[c4(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c5] = 0
[c6(x1)] = 1 · x1 + 0
[c7] = 0
[c8] = 0
[c9(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c10(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c11(x1, x2)] = 1 · x1 + 0 + 1 · x2
[le(x1, x2)] = 1 · x2 + 0
[minus(x1, x2)] = 1 · x1 + 0
[if_minus(x1, x2, x3)] = 1 · x2 + 0
[le#(x1, x2)] = 0
[minus#(x1, x2)] = 0
[if_minus#(x1, x2, x3)] = 0
[gcd#(x1, x2)] = 1 · x1 + 0 + 1 · x2
[if_gcd#(x1, x2, x3)] = 1 · x2 + 0 + 1 · x3
[0] = 0
[s(x1)] = 1 + 1 · x1
[false] = 0
[true] = 0
which has the intended complexity. Here, only the following usable rules have been considered:
le#(0,z0) c (14)
le#(s(z0),0) c1 (16)
le#(s(z0),s(z1)) c2(le#(z0,z1)) (18)
minus#(0,z0) c3 (20)
minus#(s(z0),z1) c4(if_minus#(le(s(z0),z1),s(z0),z1),le#(s(z0),z1)) (22)
if_minus#(true,s(z0),z1) c5 (24)
if_minus#(false,s(z0),z1) c6(minus#(z0,z1)) (26)
gcd#(0,z0) c7 (28)
gcd#(s(z0),0) c8 (30)
gcd#(s(z0),s(z1)) c9(if_gcd#(le(z1,z0),s(z0),s(z1)),le#(z1,z0)) (32)
if_gcd#(true,s(z0),s(z1)) c10(gcd#(minus(z0,z1),s(z1)),minus#(z0,z1)) (34)
if_gcd#(false,s(z0),s(z1)) c11(gcd#(minus(z1,z0),s(z0)),minus#(z1,z0)) (36)
minus(s(z0),z1) if_minus(le(s(z0),z1),s(z0),z1) (21)
if_minus(false,s(z0),z1) s(minus(z0,z1)) (25)
if_minus(true,s(z0),z1) 0 (23)
minus(0,z0) 0 (19)

1.1.1.1.1.1 Rule Shifting

The rules
gcd#(s(z0),s(z1)) c9(if_gcd#(le(z1,z0),s(z0),s(z1)),le#(z1,z0)) (32)
are strictly oriented by the following linear polynomial interpretation over the naturals
[c] = 0
[c1] = 0
[c2(x1)] = 1 · x1 + 0
[c3] = 0
[c4(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c5] = 0
[c6(x1)] = 1 · x1 + 0
[c7] = 0
[c8] = 0
[c9(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c10(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c11(x1, x2)] = 1 · x1 + 0 + 1 · x2
[le(x1, x2)] = 1 · x2 + 0
[minus(x1, x2)] = 1 · x1 + 0
[if_minus(x1, x2, x3)] = 1 · x2 + 0
[le#(x1, x2)] = 0
[minus#(x1, x2)] = 0
[if_minus#(x1, x2, x3)] = 0
[gcd#(x1, x2)] = 1 + 1 · x1 + 1 · x2
[if_gcd#(x1, x2, x3)] = 1 · x2 + 0 + 1 · x3
[0] = 0
[s(x1)] = 1 + 1 · x1
[false] = 0
[true] = 0
which has the intended complexity. Here, only the following usable rules have been considered:
le#(0,z0) c (14)
le#(s(z0),0) c1 (16)
le#(s(z0),s(z1)) c2(le#(z0,z1)) (18)
minus#(0,z0) c3 (20)
minus#(s(z0),z1) c4(if_minus#(le(s(z0),z1),s(z0),z1),le#(s(z0),z1)) (22)
if_minus#(true,s(z0),z1) c5 (24)
if_minus#(false,s(z0),z1) c6(minus#(z0,z1)) (26)
gcd#(0,z0) c7 (28)
gcd#(s(z0),0) c8 (30)
gcd#(s(z0),s(z1)) c9(if_gcd#(le(z1,z0),s(z0),s(z1)),le#(z1,z0)) (32)
if_gcd#(true,s(z0),s(z1)) c10(gcd#(minus(z0,z1),s(z1)),minus#(z0,z1)) (34)
if_gcd#(false,s(z0),s(z1)) c11(gcd#(minus(z1,z0),s(z0)),minus#(z1,z0)) (36)
minus(s(z0),z1) if_minus(le(s(z0),z1),s(z0),z1) (21)
if_minus(false,s(z0),z1) s(minus(z0,z1)) (25)
if_minus(true,s(z0),z1) 0 (23)
minus(0,z0) 0 (19)

1.1.1.1.1.1.1 Rule Shifting

The rules
minus#(0,z0) c3 (20)
if_minus#(true,s(z0),z1) c5 (24)
are strictly oriented by the following linear polynomial interpretation over the naturals
[c] = 0
[c1] = 0
[c2(x1)] = 1 · x1 + 0
[c3] = 0
[c4(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c5] = 0
[c6(x1)] = 1 · x1 + 0
[c7] = 0
[c8] = 0
[c9(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c10(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c11(x1, x2)] = 1 · x1 + 0 + 1 · x2
[le(x1, x2)] = 1 · x2 + 0
[minus(x1, x2)] = 1 · x1 + 0
[if_minus(x1, x2, x3)] = 1 · x2 + 0
[le#(x1, x2)] = 0
[minus#(x1, x2)] = 1
[if_minus#(x1, x2, x3)] = 1
[gcd#(x1, x2)] = 1 · x1 + 0 + 1 · x2
[if_gcd#(x1, x2, x3)] = 1 · x2 + 0 + 1 · x3
[0] = 0
[s(x1)] = 1 + 1 · x1
[false] = 0
[true] = 0
which has the intended complexity. Here, only the following usable rules have been considered:
le#(0,z0) c (14)
le#(s(z0),0) c1 (16)
le#(s(z0),s(z1)) c2(le#(z0,z1)) (18)
minus#(0,z0) c3 (20)
minus#(s(z0),z1) c4(if_minus#(le(s(z0),z1),s(z0),z1),le#(s(z0),z1)) (22)
if_minus#(true,s(z0),z1) c5 (24)
if_minus#(false,s(z0),z1) c6(minus#(z0,z1)) (26)
gcd#(0,z0) c7 (28)
gcd#(s(z0),0) c8 (30)
gcd#(s(z0),s(z1)) c9(if_gcd#(le(z1,z0),s(z0),s(z1)),le#(z1,z0)) (32)
if_gcd#(true,s(z0),s(z1)) c10(gcd#(minus(z0,z1),s(z1)),minus#(z0,z1)) (34)
if_gcd#(false,s(z0),s(z1)) c11(gcd#(minus(z1,z0),s(z0)),minus#(z1,z0)) (36)
minus(s(z0),z1) if_minus(le(s(z0),z1),s(z0),z1) (21)
if_minus(false,s(z0),z1) s(minus(z0,z1)) (25)
if_minus(true,s(z0),z1) 0 (23)
minus(0,z0) 0 (19)

1.1.1.1.1.1.1.1 Rule Shifting

The rules
minus#(s(z0),z1) c4(if_minus#(le(s(z0),z1),s(z0),z1),le#(s(z0),z1)) (22)
if_minus#(false,s(z0),z1) c6(minus#(z0,z1)) (26)
are strictly oriented by the following non-linear polynomial interpretation over the naturals
[c] = 0
[c1] = 0
[c2(x1)] = 1 · x1 + 0
[c3] = 0
[c4(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c5] = 0
[c6(x1)] = 1 · x1 + 0
[c7] = 0
[c8] = 0
[c9(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c10(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c11(x1, x2)] = 1 · x1 + 0 + 1 · x2
[le(x1, x2)] = 0
[minus(x1, x2)] = 1 · x1 + 0
[if_minus(x1, x2, x3)] = 1 · x2 + 0
[le#(x1, x2)] = 0
[minus#(x1, x2)] = 1 + 1 · x1
[if_minus#(x1, x2, x3)] = 1 · x2 + 0
[gcd#(x1, x2)] = 1 + 1 · x2 · x2 + 1 · x1 · x1
[if_gcd#(x1, x2, x3)] = 1 · x3 · x3 + 0 + 1 · x2 · x2
[0] = 0
[s(x1)] = 2 + 1 · x1
[false] = 0
[true] = 0
which has the intended complexity. Here, only the following usable rules have been considered:
le#(0,z0) c (14)
le#(s(z0),0) c1 (16)
le#(s(z0),s(z1)) c2(le#(z0,z1)) (18)
minus#(0,z0) c3 (20)
minus#(s(z0),z1) c4(if_minus#(le(s(z0),z1),s(z0),z1),le#(s(z0),z1)) (22)
if_minus#(true,s(z0),z1) c5 (24)
if_minus#(false,s(z0),z1) c6(minus#(z0,z1)) (26)
gcd#(0,z0) c7 (28)
gcd#(s(z0),0) c8 (30)
gcd#(s(z0),s(z1)) c9(if_gcd#(le(z1,z0),s(z0),s(z1)),le#(z1,z0)) (32)
if_gcd#(true,s(z0),s(z1)) c10(gcd#(minus(z0,z1),s(z1)),minus#(z0,z1)) (34)
if_gcd#(false,s(z0),s(z1)) c11(gcd#(minus(z1,z0),s(z0)),minus#(z1,z0)) (36)
minus(s(z0),z1) if_minus(le(s(z0),z1),s(z0),z1) (21)
if_minus(false,s(z0),z1) s(minus(z0,z1)) (25)
if_minus(true,s(z0),z1) 0 (23)
minus(0,z0) 0 (19)

1.1.1.1.1.1.1.1.1 Rule Shifting

The rules
le#(0,z0) c (14)
le#(s(z0),0) c1 (16)
are strictly oriented by the following non-linear polynomial interpretation over the naturals
[c] = 0
[c1] = 0
[c2(x1)] = 1 · x1 + 0
[c3] = 0
[c4(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c5] = 0
[c6(x1)] = 1 · x1 + 0
[c7] = 0
[c8] = 0
[c9(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c10(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c11(x1, x2)] = 1 · x1 + 0 + 1 · x2
[le(x1, x2)] = 0
[minus(x1, x2)] = 1 · x1 + 0
[if_minus(x1, x2, x3)] = 1 · x2 + 0
[le#(x1, x2)] = 1
[minus#(x1, x2)] = 2 + 2 · x1
[if_minus#(x1, x2, x3)] = 1 + 2 · x2
[gcd#(x1, x2)] = 2 + 1 · x2 · x2 + 1 · x1 · x1
[if_gcd#(x1, x2, x3)] = 1 + 1 · x3 · x3 + 1 · x2 · x2
[0] = 0
[s(x1)] = 2 + 1 · x1
[false] = 0
[true] = 0
which has the intended complexity. Here, only the following usable rules have been considered:
le#(0,z0) c (14)
le#(s(z0),0) c1 (16)
le#(s(z0),s(z1)) c2(le#(z0,z1)) (18)
minus#(0,z0) c3 (20)
minus#(s(z0),z1) c4(if_minus#(le(s(z0),z1),s(z0),z1),le#(s(z0),z1)) (22)
if_minus#(true,s(z0),z1) c5 (24)
if_minus#(false,s(z0),z1) c6(minus#(z0,z1)) (26)
gcd#(0,z0) c7 (28)
gcd#(s(z0),0) c8 (30)
gcd#(s(z0),s(z1)) c9(if_gcd#(le(z1,z0),s(z0),s(z1)),le#(z1,z0)) (32)
if_gcd#(true,s(z0),s(z1)) c10(gcd#(minus(z0,z1),s(z1)),minus#(z0,z1)) (34)
if_gcd#(false,s(z0),s(z1)) c11(gcd#(minus(z1,z0),s(z0)),minus#(z1,z0)) (36)
minus(s(z0),z1) if_minus(le(s(z0),z1),s(z0),z1) (21)
if_minus(false,s(z0),z1) s(minus(z0,z1)) (25)
if_minus(true,s(z0),z1) 0 (23)
minus(0,z0) 0 (19)

1.1.1.1.1.1.1.1.1.1 Rule Shifting

The rules
le#(s(z0),s(z1)) c2(le#(z0,z1)) (18)
are strictly oriented by the following non-linear polynomial interpretation over the naturals
[c] = 0
[c1] = 0
[c2(x1)] = 1 · x1 + 0
[c3] = 0
[c4(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c5] = 0
[c6(x1)] = 1 · x1 + 0
[c7] = 0
[c8] = 0
[c9(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c10(x1, x2)] = 1 · x1 + 0 + 1 · x2
[c11(x1, x2)] = 1 · x1 + 0 + 1 · x2
[le(x1, x2)] = 0
[minus(x1, x2)] = 1 · x1 + 0
[if_minus(x1, x2, x3)] = 1 · x2 + 0
[le#(x1, x2)] = 1 · x1 + 0
[minus#(x1, x2)] = 1 · x1 + 0 + 1 · x1 · x1
[if_minus#(x1, x2, x3)] = 1 · x2 · x2 + 0
[gcd#(x1, x2)] = 1 + 1 · x1 + 1 · x2 + 1 · x1 · x2 + 1 · x1 · x1 · x1 + 1 · x2 · x2 · x2
[if_gcd#(x1, x2, x3)] = 1 · x2 · x3 + 0 + 1 · x2 · x2 · x2 + 1 · x3 · x3 · x3
[0] = 0
[s(x1)] = 1 + 1 · x1
[false] = 0
[true] = 0
which has the intended complexity. Here, only the following usable rules have been considered:
le#(0,z0) c (14)
le#(s(z0),0) c1 (16)
le#(s(z0),s(z1)) c2(le#(z0,z1)) (18)
minus#(0,z0) c3 (20)
minus#(s(z0),z1) c4(if_minus#(le(s(z0),z1),s(z0),z1),le#(s(z0),z1)) (22)
if_minus#(true,s(z0),z1) c5 (24)
if_minus#(false,s(z0),z1) c6(minus#(z0,z1)) (26)
gcd#(0,z0) c7 (28)
gcd#(s(z0),0) c8 (30)
gcd#(s(z0),s(z1)) c9(if_gcd#(le(z1,z0),s(z0),s(z1)),le#(z1,z0)) (32)
if_gcd#(true,s(z0),s(z1)) c10(gcd#(minus(z0,z1),s(z1)),minus#(z0,z1)) (34)
if_gcd#(false,s(z0),s(z1)) c11(gcd#(minus(z1,z0),s(z0)),minus#(z1,z0)) (36)
minus(s(z0),z1) if_minus(le(s(z0),z1),s(z0),z1) (21)
if_minus(false,s(z0),z1) s(minus(z0,z1)) (25)
if_minus(true,s(z0),z1) 0 (23)
minus(0,z0) 0 (19)

1.1.1.1.1.1.1.1.1.1.1 R is empty

There are no rules in the TRS R. Hence, R/S has complexity O(1).