首页 | 本学科首页   官方微博 | 高级检索  
     检索      


Multi-way dual Cheeger constants and spectral bounds of graphs
Authors:Shiping Liu
Institution:Department of Mathematical Sciences, Durham University, DH1 3LE Durham, United Kingdom
Abstract:We introduce a set of multi-way dual Cheeger constants and prove universal higher-order dual Cheeger inequalities for eigenvalues of normalized Laplace operators on weighted finite graphs. Our proof proposes a new spectral clustering phenomenon deduced from metrics on real projective spaces. We further extend those results to a general reversible Markov operator and find applications in characterizing its essential spectrum.
Keywords:Cheeger constants  Higher-order dual Cheeger inequalities  Spectral clustering  Markov operators  Essential spectrum
本文献已被 ScienceDirect 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号