{"title":"组合学和簇展开","authors":"William G. Faris","doi":"10.1214/10-PS159","DOIUrl":null,"url":null,"abstract":"This article is about the connection between enumerative combinatorics and equilibrium statistical mechanics. The combinatorics side \nconcerns species of combinatorial structures and the associated exponential generating functions. The passage from species to generating functions \nis 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 \ndeals with a probability model of an equilibrium gas. The cluster expansion \nthat gives the density of the gas is the exponential generating function for \nthe species of rooted connected graphs. The main results of the theory are \nsimple criteria that guarantee the convergence of this expansion. It turns \nout that other problems in combinatorics and statistical mechanics can be \ntranslated to this gas setting, so it is a universal prescription for dealing \nwith systems of high dimension.","PeriodicalId":46216,"journal":{"name":"Probability Surveys","volume":null,"pages":null},"PeriodicalIF":1.3000,"publicationDate":"2010-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1214/10-PS159","citationCount":"30","resultStr":"{\"title\":\"Combinatorics and cluster expansions\",\"authors\":\"William G. Faris\",\"doi\":\"10.1214/10-PS159\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This article is about the connection between enumerative combinatorics and equilibrium statistical mechanics. The combinatorics side \\nconcerns species of combinatorial structures and the associated exponential generating functions. The passage from species to generating functions \\nis 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 \\ndeals with a probability model of an equilibrium gas. The cluster expansion \\nthat gives the density of the gas is the exponential generating function for \\nthe species of rooted connected graphs. The main results of the theory are \\nsimple criteria that guarantee the convergence of this expansion. It turns \\nout that other problems in combinatorics and statistical mechanics can be \\ntranslated to this gas setting, so it is a universal prescription for dealing \\nwith systems of high dimension.\",\"PeriodicalId\":46216,\"journal\":{\"name\":\"Probability Surveys\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.3000,\"publicationDate\":\"2010-06-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1214/10-PS159\",\"citationCount\":\"30\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Probability Surveys\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1214/10-PS159\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"STATISTICS & PROBABILITY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Probability Surveys","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1214/10-PS159","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"STATISTICS & PROBABILITY","Score":null,"Total":0}
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.