Cutoff for the Asymmetric Riffle Shuffle

preprint2022arXivOpen access

Abstract

In the Gilbert-Shannon-Reeds shuffle, a deck of NN cards is cut into two approximately equal parts which are then riffled uniformly at random. Bayer and Diaconis famously showed that this Markov chain undergoes cutoff in total variation after 3log⁡(N)2log⁡(2)\frac{3\log(N)}{2 \log(2)} shuffles. We establish cutoff for the more general asymmetric riffle shuffles in which one cuts the deck into differently sized parts before riffling. The value of the cutoff point confirms a conjecture of Lalley from 2000. Some appealing consequences are that asymmetry always slows mixing and that total variation mixing is strictly faster than separation and L∞L^{\infty} mixing.

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