Operations Research Seminars Amsterdam

Speaker(s)
Martin Dyer (University of Leeds, United Kingdom)
Date
Thursday, 18 May 2017
Time
16:00-17:00
Venue
Tinbergen Institute Amsterdam, room 1.60AmsterdamNetherlands
Contact person(s)
Neil Olver

We study a simple Markov chain, the switch chain, on the set of all perfect matchings in a bipartite graph. This Markov chain was proposed by Diaconis, Graham and Holmes as a possible approach to a sampling problem arising in Statistics. We ask: for which classes of graphs is the Markov chain ergodic and for which is it rapidly mixing? We provide a precise answer to the ergodicity question and close bounds on the mixing question. We show for the first time that the mixing time of the switch chain is polynomial in the case of monotone graphs, a class that includes examples of interest in the statistical setting. Joint work with Mark Jerrum and Haiko Muller.