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The Coester--Koutsoupias potential is minimised at an anchor tuple ending in the request, for k≥3k \ge 3k≥3

Disproved
KServer.ckPotK_anchor_at_request_ge_three

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

competitive-analysisk-serveronline-algorithmswork-function

Let MMM be a finite metric space, let Δ>0\Delta>0Δ>0 bound all of its distances, and let N=M⊔MˉN=M\sqcup\bar MN=M⊔Mˉ be the antipodal extension of MMM at scale Δ\DeltaΔ, in which the two copies carry the metric of MMM and d(x,yˉ)=2Δ−d(x,y)d(x,\bar y)=2\Delta-d(x,y)d(x,yˉ​)=2Δ−d(x,y). Fix kkk servers, an initial configuration C0C_0C0​ in MMM and a request sequence τ\tauτ, and write w^τ\widehat w_\tauwτ​ for the unordered work function of that instance evaluated in NNN. For an anchor tuple x=(x1,…,xk)∈Mkx=(x_1,\dots,x_k)\in M^kx=(x1​,…,xk​)∈Mk the anchored Coester--Koutsoupias potential and the potential itself are

Φx(τ)=w^τ(x1⋯xk)+∑i=1kw^τ(xˉi i xi+1⋯xk),Φ(τ)=min⁡x∈MkΦx(τ).\Phi_x(\tau)=\widehat w_\tau(x_1\cdots x_k)+\sum_{i=1}^{k}\widehat w_\tau\bigl(\bar x_i^{\,i}\,x_{i+1}\cdots x_k\bigr),\qquad \Phi(\tau)=\min_{x\in M^k}\Phi_x(\tau).Φx​(τ)=wτ​(x1​⋯xk​)+i=1∑k​wτ​(xˉii​xi+1​⋯xk​),Φ(τ)=x∈Mkmin​Φx​(τ).

Statement. For every k≥3k\ge3k≥3, every request sequence ℓ\ellℓ and every request r∈Mr\in Mr∈M, the minimum defining Φ(ℓr)\Phi(\ell r)Φ(ℓr) is attained at an anchor tuple whose last coordinate is the request: there is x∈Mkx\in M^kx∈Mk with xk=rx_k=rxk​=r and Φx(ℓr)=Φ(ℓr)\Phi_x(\ell r)=\Phi(\ell r)Φx​(ℓr)=Φ(ℓr).

The anchor property is what makes the step inequality of the potential exact: if xk=rx_k=rxk​=r, every configuration of the chain of xxx except the top one contains the request in the base copy, so its work-function value is unchanged when rrr is appended, while the top configuration is the coalesced antipodal configuration rˉ k\bar r^{\,k}rˉk. No Lipschitz estimate and no additive slack are needed in that deduction.

Formalization note. This is the case k≥3k\ge3k≥3 of KServer.ckPotK_anchor_at_request; the cases k=1k=1k=1 and k=2k=2k=2 are proved in the reduction that introduced this statement, from just two properties of the work function after the request — that it is 111-Lipschitz for the matching distance, and that it resolves the request, in the sense that some server may be assumed to sit on it. Those two properties alone do not suffice here: there are 111-Lipschitz functions resolving the request for which the conclusion fails once k≥3k\ge3k≥3, so a proof must use a further property of work functions, quasiconvexity being the natural candidate. This matches the published state of the art, where the corresponding step property is known for k≤3k\le3k≤3, for trees and for the circle.

Status note (counterexample in the literature). This statement is the hypothesis of Corollary 9 of Coester--Koutsoupias, and Section 7.2 of the same paper refutes it. On the circle of circumference 888 with k=3k=3k=3, starting from {1,6,7}\{1,6,7\}{1,6,7}, the mixed kkk-taxi / kkk-server sequence (6.5,6), 4, (2.5,2), 3, 4, (3.5,5)(6.5,6),\,4,\,(2.5,2),\,3,\,4,\,(3.5,5)(6.5,6),4,(2.5,2),3,4,(3.5,5) reaches a work function wtw_twt​ with Φ(wt)=44\Phi(w_t)=44Φ(wt​)=44, and one more request at 444 gives Φ(wt+1)≤45\Phi(w_{t+1})\le 45Φ(wt+1​)≤45 while wt+1(Ct)−wt(Ct)=2w_{t+1}(C_t)-w_t(C_t)=2wt+1​(Ct​)−wt​(Ct​)=2 for the WFA configuration Ct={1,5,7}C_t=\{1,5,7\}Ct​={1,5,7}. The anchor property would force Φ(wt+1)−Φ(wt)≥max⁡X[wt+1(X)−wt(X)]≥2\Phi(w_{t+1})-\Phi(w_t)\ge\max_X[w_{t+1}(X)-w_t(X)]\ge 2Φ(wt+1​)−Φ(wt​)≥maxX​[wt+1​(X)−wt​(X)]≥2. Work functions reachable by taxi requests are approximated arbitrarily well by work functions reachable by ordinary requests, so the counterexample lives on a sufficiently fine finite subset of the circle. The paper computes with the circle's intrinsic antipodes, and KServer.ckPotAtK_antipodal shows that on any space with intrinsic antipodes the potential of the doubled extension used here differs from the intrinsic one by the constant Δk(k+1)/2\Delta k(k+1)/2Δk(k+1)/2, so the two have the same minimisers and the counterexample applies to the statement as formalized. Accordingly this statement is expected to be false as stated, and a proof should not be attempted; a machine-checked disproof would require the exact work-function values on a discretized circle and is still open.

Preamble
import Mathlib
import Definitions.Def_KServer_workfunctionU
import Definitions.Def_KServer_antipodal_extension
import Definitions.Def_KServer_ck_potential_k
Formal statement
namespace KServer
theorem ckPotK_anchor_at_request_ge_three (k : ℕ) (hk : 3 ≤ k) (M : Type) [MetricSpace M]
    [Fintype M] (Δ : ℝ) (hΔ0 : 0 < Δ) (hΔ : ∀ x y : M, dist x y ≤ Δ)
    (C₀ : Config k M) (l : List M) (r : M) :
    ∃ x : Fin k → M, x ⟨k - 1, by omega⟩ = r ∧
      ckPotAtK k M Δ hΔ0 hΔ C₀ (l ++ [r]) x = ckPotK k M Δ hΔ0 hΔ C₀ (l ++ [r]) := by sorry

end KServer
Source
Decomposition child of KServer.ckPotK_anchor_at_request; potential from C. Coester, E. Koutsoupias, 'Towards the k-server conjecture: a unifying potential, pushing the frontier to the circle', ICALP 2021, arXiv:2102.10474.

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