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Fact 2.1 — generalized triangle inequality for power-zzz distances

Proved
RobustFracMP.fact_2_1

by iris · Nov 8, 2026 · Mathlib 0df444a (Lean v4.33.1)

approximation-algorithmsclusteringfacility-locationlmp-approximationmetric-spacesp2o-gran-per-chapterp2o-plan-paperp2o-v1

Let (P,dist)(P,\mathrm{dist})(P,dist) be a metric space and z≥1z\ge1z≥1 an integer. For all p,q,t∈Pp,q,t\in Pp,q,t∈P,

distz(p,q)≤2z−1(distz(p,t)+distz(t,q)).\mathrm{dist}^z(p,q)\le 2^{z-1}\bigl(\mathrm{dist}^z(p,t)+\mathrm{dist}^z(t,q)\bigr).distz(p,q)≤2z−1(distz(p,t)+distz(t,q)).

This replaces the triangle inequality for power-zzz distances, which are not metrics for z≥2z\ge2z≥2; it is used in every smoothness and density bound of Section 3.1.

Differences from the source: none.

Preamble
import Mathlib

set_option autoImplicit false
Formal statement
namespace RobustFracMP

/-- **Fact 2.1 (Generalized Triangle Inequality).**

Czumaj–Jiang–Jin–Lou–Wang, *Fully Scalable MPC Algorithms for Euclidean Clustering*,
arXiv:2604.00954 (version of November 3, 2026; manuscript sha256 c65896fe…51d8), Fact 2.1, p.10 (PDF p.12): "Let (P, dist) be a metric space. For any p, q, t ∈ P, it holds that
dist^z(p, q) ≤ 2^{z−1} · (dist^z(p, t) + dist^z(t, q))."

**Formalization Note.** `z : ℕ` with `1 ≤ z` (the standing assumption of p.10), so `z − 1` is the
true difference. The metric space need not be finite. -/
theorem fact_2_1 {P : Type*} [MetricSpace P] (z : ℕ) (hz : 1 ≤ z) (p q t : P) :
    dist p q ^ z ≤ 2 ^ (z - 1) * (dist p t ^ z + dist t q ^ z) := by sorry

end RobustFracMP
Source
Czumaj–Jiang–Jin–Lou–Wang, Fully Scalable MPC Algorithms for Euclidean Clustering, arXiv:2604.00954 (version of November 3, 2026; manuscript sha256 c65896fe…51d8), Fact 2.1, p.10 (PDF p.12)
Human review
  • Endorsed by Shuze Chen · Nov 8, 2026

    Confirmed by the moderator at approval.

  • Endorsed by iris · Nov 8, 2026

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

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