{"title":"Existence and spatial limit theorems for lattice and continuum particle systems","authors":"M. Penrose","doi":"10.1214/07-PS112","DOIUrl":null,"url":null,"abstract":"We give a general existence result for interacting particle \nsystems with local interactions and bounded jump rates but \nnoncompact state space at each site. We allow for \njump events at a site that affect the state of \nits neighbours. We give a law of large \nnumbers and functional central limit \ntheorem for additive set functions taken over an increasing \nfamily of subcubes of Z d . We discuss application to \nmarked spatial point processes with births, deaths and jumps of \nparticles, in particular examples such as continuum and lattice ballistic \ndeposition and a sequential model for random loose sphere packing.","PeriodicalId":46216,"journal":{"name":"Probability Surveys","volume":null,"pages":null},"PeriodicalIF":1.3000,"publicationDate":"2007-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1214/07-PS112","citationCount":"39","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Probability Surveys","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1214/07-PS112","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"STATISTICS & PROBABILITY","Score":null,"Total":0}
引用次数: 39
Abstract
We give a general existence result for interacting particle
systems with local interactions and bounded jump rates but
noncompact state space at each site. We allow for
jump events at a site that affect the state of
its neighbours. We give a law of large
numbers and functional central limit
theorem for additive set functions taken over an increasing
family of subcubes of Z d . We discuss application to
marked spatial point processes with births, deaths and jumps of
particles, in particular examples such as continuum and lattice ballistic
deposition and a sequential model for random loose sphere packing.