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Cost of one layer of the dynamic program

Proved
OAI.ThreeMachine.StackCompiler.Costs.layerStep

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. Let JJJ be an index type with n:J→Nn:J\to\mathbb{N}n:J→N, with table and family lengths satisfying Poly n of degree 300003000030000, candidate-triple list length of degree 333, and tables good for MjM_jMj​ and bounded: Algorithm.TableGood says that each stored block is a valid full schedule of its set, and Algorithm.TableBounded that each stored block has all time values at most its length. The routine Uniform.layerStep, which solves the given family of sets from the table (Algorithm.solve) and records the results (Algorithm.tableOf), has running time satisfying Poly n of degree 150009150009150009.

Formalization Note The statement is reproduced verbatim from upstream SchedulingCosts.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

section
namespace ThreeMachine.StackCompiler.Costs
variable {J : Type} (n : J → ℕ) (U : ∀ j, Universe (n j)) (M : ∀ j, Matrix (n j))
variable (tab : ∀ j, Table (n j)) (fs zs : ∀ j, List (Finset (Fin (n j))))

Formal statement
theorem layerStep
    (hl : Poly n (fun j => (tab j).length) 30000)
    (hf : Poly n (fun j => (fs j).length) 30000) (hz : Poly n (fun j => (zs j).length) 3)
    (ht : ∀ j, Algorithm.TableGood (matrixRel (M j)) (tab j))
    (hb : ∀ j, Algorithm.TableBounded (tab j)) :
    Poly n (fun j => Uniform.layerStep.time (n j) ((U j,(M j,(fs j,zs j))),tab j)) 150009 := 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/SchedulingCosts.lean#L9

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