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The Coester–Koutsoupias potential is minimised at an anchor tuple ending in the request

Disproved
KServer.ckPotK_anchor_at_request

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

competitive-analysisk-servermetric-spacesonline-algorithmswork-function

Let MMM be a finite metric space, let Δ>0\Delta>0Δ>0 bound all its distances, and let N=M⊔MˉN = M\sqcup\bar MN=M⊔Mˉ be the antipodal extension of MMM at scale Δ\DeltaΔ. For k≥1k\ge 1k≥1 servers with initial configuration C0C_0C0​ in MMM and a request sequence τ\tauτ, write w^τ\widehat w_\tauwτ​ for the unordered work function of the instance evaluated in NNN, and, for an anchor tuple x=(x1,…,xk)∈Mkx=(x_1,\dots,x_k)\in M^kx=(x1​,…,xk​)∈Mk,

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)

for the anchored Coester–Koutsoupias potential and the potential itself.

Statement. For 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).

Why this is the right statement. It implies the step inequality of the potential with no loss whatsoever. Indeed, if xk=rx_k=rxk​=r then every configuration of the chain Φx\Phi_xΦx​ except the top one contains the request rrr in the base copy of MMM, so its work-function value is unchanged when the request rrr is appended; and the top configuration of the chain is exactly rˉ k\bar r^{\,k}rˉk, the coalesced configuration on the antipode of the request. Hence

Φx(ℓr)−Φx(ℓ)  =  w^ℓr(rˉ k)−w^ℓ(rˉ k),\Phi_x(\ell r)-\Phi_x(\ell) \;=\; \widehat w_{\ell r}(\bar r^{\,k})-\widehat w_{\ell}(\bar r^{\,k}),Φx​(ℓr)−Φx​(ℓ)=wℓr​(rˉk)−wℓ​(rˉk),

and combining this with Φ(ℓ)≤Φx(ℓ)\Phi(\ell)\le\Phi_x(\ell)Φ(ℓ)≤Φx​(ℓ) gives the step inequality. No Lipschitz estimate, no triangle inequality and no additive slack are used in that deduction.

What is known. The statement is proved for k=1k=1k=1 (where the potential does not depend on the anchor at all) and for k=2k=2k=2, in both cases from just two properties of the work function after the request: that it is 111-Lipschitz for the matching distance, and that it is tight at the request (some server may be assumed to sit on rrr). Those two properties alone do not suffice for k≥3k\ge 3k≥3: there are 111-Lipschitz functions, tight at the request, for which the conclusion fails. A proof for k≥3k\ge 3k≥3 must therefore use a further property of work functions, quasiconvexity being the natural candidate; this matches the published proofs, which reach k≤3k\le 3k≤3, trees and 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 (k : ℕ) (hk : 1 ≤ 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_step_antipode; 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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