Jane Breen, Nolan Faught, C. Glover, Mark Kempton, Adam Knudson, A. Oveson
{"title":"Kemeny's constant for nonbacktracking random walks","authors":"Jane Breen, Nolan Faught, C. Glover, Mark Kempton, Adam Knudson, A. Oveson","doi":"10.1002/rsa.21144","DOIUrl":null,"url":null,"abstract":"Kemeny's constant for a connected graph G$$ G $$ is the expected time for a random walk to reach a randomly chosen vertex u$$ u $$ , regardless of the choice of the initial vertex. We extend the definition of Kemeny's constant to nonbacktracking random walks and compare it to Kemeny's constant for simple random walks. We explore the relationship between these two parameters for several families of graphs and provide closed‐form expressions for regular and biregular graphs. In nearly all cases, the nonbacktracking variant yields the smaller Kemeny's constant.","PeriodicalId":0,"journal":{"name":"","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"","FirstCategoryId":"100","ListUrlMain":"https://doi.org/10.1002/rsa.21144","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Kemeny's constant for a connected graph G$$ G $$ is the expected time for a random walk to reach a randomly chosen vertex u$$ u $$ , regardless of the choice of the initial vertex. We extend the definition of Kemeny's constant to nonbacktracking random walks and compare it to Kemeny's constant for simple random walks. We explore the relationship between these two parameters for several families of graphs and provide closed‐form expressions for regular and biregular graphs. In nearly all cases, the nonbacktracking variant yields the smaller Kemeny's constant.
连通图G $$ G $$的Kemeny常数是随机行走到达随机选择的顶点u $$ u $$的期望时间,与初始顶点的选择无关。我们将Kemeny常数的定义扩展到非回溯随机漫步,并将其与简单随机漫步的Kemeny常数进行比较。我们探讨了几个图族的这两个参数之间的关系,并提供了正则图和双正则图的封闭形式表达式。在几乎所有情况下,非回溯的变体产生较小的凯美尼常数。