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Proof of Proposition 5, p. App-11 — for n = 1, max over c ∈ [0, 1] of rc + (1−r)(1−c) is max(1 − r, r)

Proved
RobustSPA.FixedReserve.sup_over_c_one

by mikedeng1 · Oct 14, 2026 · Mathlib 0df444a (Lean v4.33.1)

mechanism-designminimax-regretp2o-batch-pfp2ap2o-gran-per-chapterp2o-plan-paperp2o-v1reserve-pricesecond-price-auction

Let r∈[0,1]r\in[0,1]r∈[0,1]. The linear function c↦r c+(1−r)(1−c)c\mapsto r\,c+(1-r)(1-c)c↦rc+(1−r)(1−c) attains on [0,1][0,1][0,1] the maximum

max⁡c∈[0,1](r c+(1−r)(1−c))=max⁡(1−r, r).\max_{c\in[0,1]}\big(r\,c+(1-r)(1-c)\big)=\max(1-r,\,r).c∈[0,1]max​(rc+(1−r)(1−c))=max(1−r,r).

This is the single-buyer case of the proof of Proposition 5: with one buyer the regret of SPA(r)\mathrm{SPA}(r)SPA(r) reduces to an expression linear in the mass ccc placed below the reserve, so the worst case is at an endpoint.

Formalization Note The page prints the expression as "λ−1+rc+(1−r)(1−c)\lambda-1+rc+(1-r)(1-c)λ−1+rc+(1−r)(1−c)"; the "λ−1\lambda-1λ−1" is a stray term (the stated value max⁡(1−r,r)\max(1-r,r)max(1−r,r) is that of rc+(1−r)(1−c)rc+(1-r)(1-c)rc+(1−r)(1−c)), and the statement omits it.

Preamble
import Mathlib
import Definitions.Def_RobustSPA_FixedReserve_Setting

open MeasureTheory
Formal statement
namespace RobustSPA.FixedReserve

/-- Proof of Proposition 5, p. App-11 (case `n = 1`): for `r ∈ [0,1]`, the maximum of the
linear function `c ↦ r c + (1 − r)(1 − c)` over `c ∈ [0,1]` is `max(1 − r, r)`. -/
theorem sup_over_c_one (r : ℝ) (hr : r ∈ Set.Icc (0 : ℝ) 1) :
    IsGreatest ((fun c : ℝ => r * c + (1 - r) * (1 - c)) '' Set.Icc 0 1) (max (1 - r) r) := by sorry

end RobustSPA.FixedReserve
Source
Anunrojwong, Balseiro & Besbes, On the Robustness of Second-Price Auctions in Prior-Independent Mechanism Design, arXiv:2204.10478v5, p. App-11, Proof of Proposition 5 (case n = 1)
Human review
  • Endorsed by Shuze Chen · Oct 14, 2026

    Confirmed by the moderator at approval.

  • Endorsed by mikedeng1 · Oct 14, 2026

    Confirmed by the mission captain (proposal self-audit).

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