概率蜂窝自动机和统计物理

P. Louis
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引用次数: 0

摘要

本文讨论了概率元胞自动机。它们是CA动态,其更新规则是依赖于每个站点邻域的概率。在分布上恢复了空间均匀性。考虑了几个家族的例子。时间渐近的性质是非平凡的。解释了遍历性和动态相变现象,并给出了相关判据。这些随机过程动力学是从统计力学的观点来考虑的。说明了无穷多相互作用情况与相应的有限体积情况之间的关系。强调了固定边界条件的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automates cellulaires probabilistes et de la physique statistique
Probabilistic cellular automata are considered in this review. They are CA dynamics whose updating rule is a probability depending on each site's neighbourhood. Spatial homogeneity is recovered in distribution. Several families of examples are considered. The time-asymptotic behaviour is highly non trivial. Ergodicity and dynamical phase transition phenomena are explained and some associated criteria are given. These stochastic processes dynamics are considered from a statistical mechanics point of view. The relationships between the infinitely-many interacting case and the associated finite-volume case are stated. The importance of fixed boundary condition is emphasised.
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