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A survey of Ricci curvature for metric spaces andMarkov chains

机译:公原空间中的Ricci曲率调查Andmarkov链条

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This text is a presentation of the general context and results of [O1107] and [O1109], with comments on related work. The goal is to present a notion of Ricci curvature valid on arbitrary metric spaces, such as graphs, and to generalize a series of classical theorems in pos-itive Ricci curvature, such as spectral gap estimates, concentration of measure or log-Sobolev inequalities.The necessary background (concentration of measure, curvature in Riemannian geometry, convergence of Markov chains) is covered in the first section. Special emphasis is put on open questions of varying difficulty.
机译:本文是[o1107]和[o1109]的一般背景和结果的展示,评论有关相关工作。目标是在任意度量空间(例如图形)上有效地呈现有效的RICCI曲率概念,并概括了POS-Itive RICCI曲率中的一系列经典定理,例如光谱间隙估计,测量浓度或记录SOBOLEV不等式。第一部分介绍了第一部分所介绍了必要的背景(测量浓度,黎曼几何形状,Markov链条的收敛性)。特别强调在不同难度的开放问题上。

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