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Faster Triangulation Mixing via Transport Flows

  • Vedat Levi Alev
  • , Daniel Frishberg
  • , Michail Sarantis
  • , Prasad Tetali

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

We prove an Oe(n2) bound for the relaxation time and the log-Sobolev time (inverse log-Sobolev constant) of the classical triangulation flip chain on a convex (n + 2)-gon, implying a mixing time of Oe(n2). The previous state of the art for the mixing time of this chain due to Eppstein and Frishberg [20] was Oe(n3), while the best known lower bound on the mixing time due to Molloy, Reed and Steiger [36] is Ω(n3/2). Our relaxation time bound makes significant progress towards Aldous' [3] conjectured bound of Θ(n3/2) for the relaxation time. We improve upon the analysis of [20] by further developing the framework of transport flows introduced in the work [13] of Chen et al. In this light, our results can be seen as a more efficient way of using combinatorial decompositions to obtain functional inequalities for Markov chains. We hope our ideas will find other applications in the future.

Original languageEnglish
Title of host publication53rd International Colloquium on Automata, Languages, and Programming, ICALP 2026
EditorsSayan Bhattacharya, Danupon Nanongkai, Michael Benedikt, Gabriele Puppis
PublisherSchloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing
ISBN (Electronic)9783959774284
DOIs
StatePublished - 1 Jul 2026
Externally publishedYes
Event53rd International Colloquium on Automata, Languages, and Programming, ICALP 2026 - Egham, United Kingdom
Duration: 7 Jul 202610 Jul 2026

Publication series

NameLeibniz International Proceedings in Informatics, LIPIcs
Volume374
ISSN (Print)1868-8969

Conference

Conference53rd International Colloquium on Automata, Languages, and Programming, ICALP 2026
Country/TerritoryUnited Kingdom
CityEgham
Period7/07/2610/07/26

Keywords

  • log-Sobolev inequality
  • Markov chain
  • MCMC
  • mixing time
  • multicommodity flow
  • random walk
  • spectral gap
  • transport flow
  • triangulations

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