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Cost of one transitive-closure iteration

Proved
OAI.ThreeMachine.StackCompiler.Costs.closureMatrixStep

by wurtle · Nov 4, 2026 · Mathlib 0df444a (Lean v4.33.1)

complexityschedulingthree-machine

Throughout, a routine R : Uniform f is a program in the compiler's while-language Code, with a charge function, that computes the function family fif_ifi​ on encoded data. R.time i x is the charge of RRR on the encoding of xxx, a natural number that bounds the number of evaluation steps of the program on that input. For s,f:I→Ns,f:I\to\mathbb{N}s,f:I→N, the predicate Poly s f d means that there is a constant CCC with f(i)≤C (s(i)+2)df(i)\le C\,(s(i)+2)^df(i)≤C(s(i)+2)d for all i∈Ii\in Ii∈I. The routine Uniform.closureMatrixStep carries a universe and a matrix MMM and replaces the current matrix RRR by nextMatrix M R. Its running time satisfies Poly of degree 202020 in the number nnn of jobs.

Formalization Note The statement is reproduced verbatim from upstream OutputCosts.lean (openai/math, Apache-2.0, credit OpenAI). It feeds the bound requestRawBound_poly and the running-time statement of main_theorem.

Preamble
import Mathlib
import Definitions.Def_OAIThreeMachineSched02

set_option maxHeartbeats 2000000
set_option maxRecDepth 100000
set_option linter.all false
set_option Elab.async false

namespace OAI

universe u1 u2 u3

section
namespace ThreeMachine.StackCompiler.Uniform
variable {I : Type u1} {α : I → Type u2} {β : I → Type u3} [∀ i, Coding (α i)] [∀ i, Coding (β i)]

end ThreeMachine.StackCompiler.Uniform
end

section
namespace ThreeMachine.StackCompiler

end ThreeMachine.StackCompiler
end

section
namespace ThreeMachine.StackCompiler

namespace Poly
variable {J : Type} {s n : J → ℕ} {d e : ℕ}

end Poly
namespace Costs

end Costs
end ThreeMachine.StackCompiler
end

section
namespace ThreeMachine.StackCompiler.Costs

Formal statement
theorem closureMatrixStep : Poly
    (fun x : Σ n, (Universe n × Matrix n) × Matrix n => x.1)
    (fun x => Uniform.closureMatrixStep.time x.1 x.2) 20 := by
  sorry

end ThreeMachine.StackCompiler.Costs
end
end OAI
Source
OpenAI, "A Polynomial-Time Algorithm for Three-Machine Unit-Job Scheduling" (September 24, 2026), openai/math, cost bounds of the stack compiler. Lean: https://github.com/openai/math/blob/adc7f1241b42e322a6451854ab7e4b4c146bf78a/lean/OAI/Computability/Scheduling/OutputCosts.lean#L113

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