组合学和簇展开

IF 1.3 Q2 STATISTICS & PROBABILITY Probability Surveys Pub Date : 2010-06-07 DOI:10.1214/10-PS159
William G. Faris
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引用次数: 30

摘要

本文论述了列举组合学与平衡统计力学之间的联系。组合学方面涉及组合结构的种类和相关的指数生成函数。从种到生成函数的过渡是傅里叶变换的组合模拟。事实上,在物种上有一个卷积乘法,它被映射为指数生成函数的逐点乘法。统计力学方面处理平衡气体的概率模型。给出气体密度的簇展开是根连通图种的指数生成函数。该理论的主要结果是保证该展开式收敛的简单准则。事实证明,组合学和统计力学中的其他问题可以转化为这种气体环境,因此它是处理高维系统的通用处方。
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Combinatorics and cluster expansions
This article is about the connection between enumerative combinatorics and equilibrium statistical mechanics. The combinatorics side concerns species of combinatorial structures and the associated exponential generating functions. The passage from species to generating functions is a combinatorial analog of the Fourier transform. Indeed, there is a convolution multiplication on species that is mapped to a pointwise multiplication of the exponential generating functions. The statistical mechanics side deals with a probability model of an equilibrium gas. The cluster expansion that gives the density of the gas is the exponential generating function for the species of rooted connected graphs. The main results of the theory are simple criteria that guarantee the convergence of this expansion. It turns out that other problems in combinatorics and statistical mechanics can be translated to this gas setting, so it is a universal prescription for dealing with systems of high dimension.
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来源期刊
Probability Surveys
Probability Surveys STATISTICS & PROBABILITY-
CiteScore
4.70
自引率
0.00%
发文量
9
期刊最新文献
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