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Perfect sampling algorithm for Schur processes

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arxiv 1407.3764 v3 pith:IP5RM3KA submitted 2014-07-14 math.PR cond-mat.stat-mechcs.DMmath.CO

classification math.PRcond-mat.stat-mechcs.DMmath.CO
keywords algorithmschurprocessesrandomdominopartitionstilingsaztec
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We describe random generation algorithms for a large class of random combinatorial objects called Schur processes, which are sequences of random (integer) partitions subject to certain interlacing conditions. This class contains several fundamental combinatorial objects as special cases, such as plane partitions, tilings of Aztec diamonds, pyramid partitions and more generally steep domino tilings of the plane. Our algorithm, which is of polynomial complexity, is both exact (i.e. the output follows exactly the target probability law, which is either Boltzmann or uniform in our case), and entropy optimal (i.e. it reads a minimal number of random bits as an input). The algorithm encompasses previous growth procedures for special Schur processes related to the primal and dual RSK algorithm, as well as the famous domino shuffling algorithm for domino tilings of the Aztec diamond. It can be easily adapted to deal with symmetric Schur processes and general Schur processes involving infinitely many parameters. It is more concrete and easier to implement than Borodin's algorithm, and it is entropy optimal. At a technical level, it relies on unified bijective proofs of the different types of Cauchy and Littlewood identities for Schur functions, and on an adaptation of Fomin's growth diagram description of the RSK algorithm to that setting. Simulations performed with this algorithm suggest interesting limit shape phenomena for the corresponding tiling models, some of which are new.

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Cited by 2 Pith papers

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  1. Exact Sampling of Permutations with a Fixed Longest Increasing Subsequence

    cs.DS 2026-06 unverdicted novelty 8.0 of 10

    There is a polynomial-time exact uniform sampler for permutations with prescribed LIS length k for every 1≤k≤n, running in expected Õ(n^{3}k^{4}) time via sequential sampling of conditioned Plancherel shapes.

  2. Domino Tilings of the Aztec Diamond in Random Environment and Schur Generating Functions

    math.PR 2025-07 conditional novelty 7.0 of 10

    For Aztec diamond tilings with i.i.d. one-periodic edge weights, height function fluctuations are, in the critical regime, GFF plus independent Brownian motion, and in the fixed-variance regime, Brownian motion alone ...

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