The heat flow on metric random walk spaces

被引:13
作者
Mazon, Jose M. [1 ]
Solera, Marcos [1 ]
Toledo, Julian [1 ]
机构
[1] Univ Valencia, Dept Anal Matemat, Dr Moliner 50, E-46100 Burjassot, Spain
关键词
Random walks; Nonlocal operators; Cheeger inequality; Ollivier-Ricci curvature; Bakry-Emery curvature-dimension condition; Transport inequalities; OLLIVIERS RICCI CURVATURE; TRANSPORTATION COST; INEQUALITIES; GRAPHS; SPECTRUM; ENTROPY;
D O I
10.1016/j.jmaa.2019.123645
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper we study the Heat Flow on Metric Random Walk Spaces, which unifies into a broad framework the heat flow on locally finite weighted connected graphs, the heat flow determined by finite Markov chains and some nonlocal evolution problems. We give different characterizations of the ergodicity and prove that a metric random walk space with positive Ollivier-Ricci curvature is ergodic. Furthermore, we prove a Cheeger inequality and, as a consequence, we show that a Poincare inequality holds if, and only if, an isoperimetric inequality holds. We also study the Bakry-Emery curvature-dimension condition and its relation with functional inequalities like the Poincare inequality and the transport-information inequalities. (C) 2019 Elsevier Inc. All rights reserved.
引用
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页数:53
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