Inferring Expected Runtimes Using Sizes


KoAT2 Proof WORST_CASE( ?, 2*Arg_0+2*Arg_1 {O(n)})

Initial Complexity Problem (after preprocessing)

Start:f
Program_Vars:Arg_0, Arg_1
Temp_Vars:
Locations:f, g
Transitions:
f(Arg_0,Arg_1) -{0}> g(Arg_0,Arg_1)
g(Arg_0,Arg_1) -> g(Uniform (0, 1),Arg_1) :|: Arg_0<Arg_1

G f f g g f->g t₀ ∈ g₀ {0} g->g t₁ ∈ g₁ η (Arg_0) = Uniform (0, 1) τ = Arg_0<Arg_1

Timebounds:

Overall timebound:inf {Infinity}
0,0: f->g: 1 {O(1)}
1,1: g->g: inf {Infinity}

Expected Timebounds:

Overall expected timebound: 1+2*Arg_0+2*Arg_1 {O(n)}
0: f->[1:g]: 1 {O(1)}
1: g->[1:g]: 2*Arg_0+2*Arg_1 {O(n)}

Costbounds:

Overall costbound: inf {Infinity}
0,0: f->g: inf {Infinity}
1,1: g->g: inf {Infinity}

Expected Costbounds:

Overall expected costbound: 2*Arg_0+2*Arg_1 {O(n)}
0: f->[1:g]: 0 {O(1)}
1: g->[1:g]: 2*Arg_0+2*Arg_1 {O(n)}

Sizebounds:

0,0: f->g, Arg_0: Arg_0 {O(n)}
0,0: f->g, Arg_1: Arg_1 {O(n)}
1,1: g->g, Arg_1: Arg_1 {O(n)}

ExpSizeBounds:

(0: f->[1:g], g), Arg_0: Arg_0 {O(n)}
(0: f->[1:g], g), Arg_1: Arg_1 {O(n)}
(1: g->[1:g], g), Arg_0: 1/2*(2*Arg_0+2*Arg_1)+Arg_0 {O(n)}
(1: g->[1:g], g), Arg_1: Arg_1 {O(n)}