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BCR Lemma 15: regrouping tame subchunks into the next level

Proved
KServer.bcr_lemma15_regroup_levels_tame

by Gabewhigham · Sep 7, 2026 · Mathlib c5ea003 (Lean v4.30.0)

k-serveronline-algorithmsprobability

In Bubeck-Coester-Rabani's randomized Omega(log2k)\\Omega(\\log^2 k)Omega(log2k) lower bound the induction over levels alternates two steps. Claim 13 refines a level-www chunk system into small subchunks on level w+1w+1w+1, of maximal size tfrac32cdot3w\\tfrac32\\cdot3^{w}tfrac32cdot3w, escape price 2beta3w2\\beta3^{w}2beta3w and expected total alphabeta(w+1)23w+1+3cdot3w\\alpha\\beta(w+1)^2 3^{w+1}+3\\cdot3^{w}alphabeta(w+1)23w+1+3cdot3w, the extra 3cdot3w3\\cdot3^{w}3cdot3w being reserved to pay for the next step. Lemma 15 then regroups these subchunks into chunks of the size the induction hypothesis wants on level w+1w+1w+1: sizes in [tfrac123w+1,tfrac323w+1][\\tfrac12 3^{w+1},\\tfrac32 3^{w+1}][tfrac123w+1,tfrac323w+1], expected total alphabeta(w+1)23w+1\\alpha\\beta(w+1)^2 3^{w+1}alphabeta(w+1)23w+1, escape price 2beta3w+12\\beta3^{w+1}2beta3w+1, and at least lceilalphabeta(w+1)2rceil\\lceil\\alpha\\beta(w+1)^2\\rceillceilalphabeta(w+1)2rceil chunks.

Theorem. For alpha>0\\alpha>0alpha>0, an integer betage2\\beta\\ge2betage2 and a level www with alpha(w+1)2>1\\alpha(w+1)^2>1alpha(w+1)2>1: if a tame subchunk system on level w+1w+1w+1 exists - one whose conditional expected remaining size is branchwise slowly-decreasing and surprise-bounded with parameter tfrac32cdot3w\\tfrac32\\cdot3^{w}tfrac32cdot3w - then the level-(w+1)(w+1)(w+1) induction hypothesis holds.

The regrouping cuts the subchunk sequence at the stopping times at which the conditional expected remaining size first drops below F0−iThetaF_0-i\\ThetaF0​−iTheta with Theta=3w+1\\Theta=3^{w+1}Theta=3w+1, so the resulting window [Theta−tfrac323w,Theta+tfrac323w][\\Theta-\\tfrac32 3^{w},\\Theta+\\tfrac32 3^{w}][Theta−tfrac323w,Theta+tfrac323w] is exactly the required [tfrac123w+1,tfrac323w+1][\\tfrac12 3^{w+1},\\tfrac32 3^{w+1}][tfrac123w+1,tfrac323w+1]; the reserved surplus 3cdot3w=Theta3\\cdot3^{w}=\\Theta3cdot3w=Theta is exactly what makes lceilalphabeta(w+1)2rceil\\lceil\\alpha\\beta(w+1)^2\\rceillceilalphabeta(w+1)2rceil super-chunks affordable; and the price increase Theta+3cdottfrac323w=tfrac1523w\\Theta+3\\cdot\\tfrac32 3^{w}=\\tfrac{15}{2}3^{w}Theta+3cdottfrac323w=tfrac1523w fits inside 2beta3w+1−2beta3w=4beta3w2\\beta3^{w+1}-2\\beta3^{w}=4\\beta3^{w}2beta3w+1−2beta3w=4beta3w precisely because betage2\\beta\\ge2betage2.

Formalization note. Tameness is a hypothesis here rather than a consequence of Claim 13 as currently formalized: the abstract statement that a subchunk system with the stated parameters exists does not by itself record how its conditional remaining mass behaves along individual branches, whereas the regrouping is a branchwise stopping-time argument. Closing the gap means strengthening the output of Claim 13 to a tame system.

Preamble
import Mathlib
import Definitions.Def_KServer_bcr_induction
import Definitions.Def_KServer_bcr_subchunks_tame
Formal statement
theorem KServer.bcr_lemma15_regroup_levels_tame (α : ℝ) (hα : 0 < α) (β : ℕ) (hβ : 0 < β)
    (hβ2 : 2 ≤ β) (w : ℕ) (hw : 1 < α * ((w + 1 : ℕ) : ℝ) ^ 2)
    (h : KServer.BCRInductiveSubchunksTame α β hβ w) :
    KServer.BCRInductiveChunks α β hβ (w + 1) := by sorry
Source
Bubeck, Coester, Rabani, Shortest paths without a map, but with an entropic regularizer, arXiv:2211.05753v2, Section 5, Lemma 15

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