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Analysis of a non-reversible Markov chain speedup by a single edge

Gerencsér, Balázs (2020) Analysis of a non-reversible Markov chain speedup by a single edge. JOURNAL OF APPLIED PROBABILITY, közlés. ISSN 0021-9002

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Abstract

We present a Markov chain example where non-reversibility and an added edge jointly improve mixing time: when a random edge is added to a cycle of n vertices and a Markov chain with a drift is introduced, we get mixing time of O(n3/2) with probability bounded away from 0. If only one of the two modifications were performed, the mixing time would stay Ω(n2).

Item Type: Article
Subjects: Q Science / természettudomány > QA Mathematics / matematika
SWORD Depositor: MTMT SWORD
Depositing User: MTMT SWORD
Date Deposited: 31 Jan 2023 14:58
Last Modified: 31 Jan 2023 14:59
URI: http://real.mtak.hu/id/eprint/157869

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