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Ricci curvature and functional inequalities on graphs

机译:RICCI曲率和图形功能不等式

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We give a generalizations of lower Ricci curvature bound in the framework of graphs. We prove that the Ricci curvature in the sense of Bakry and Emery is bounded below on locally finite graphs. By using gradient estimate, We can get an estimate for the eigenvalue of Laplace operator on finite graphs. We also prove a Harnack inequality on finite graphs. As a consequence, we get a eigenvalue estimate for finite connected graphs with Ricci curvature bounded below by some constants which extends a similar result of Chung and Yau on Ricci flat graphs. We also modify the definition of Ricci curvature of Ollivier of Markov chains on graphs to study the properties of the Ricci curvature of general graphs, Cartesian product of graphs, random graphs, and some special class of graphs.
机译:我们在图表框架中提供了较低的RICCI曲率的概括。我们证明,在局部有限的图表上,面包和沼泽感的RICCI曲率在下面界定。通过使用梯度估计,我们可以在有限图中获得Laplace运算符的特征值。我们还在有限图中证明了一个港口不平等。因此,我们获得了有限连接图的特征值估计,其中一些常数在下面的RICCI曲率界定,该常数在RICCI平面图上延伸了涌和助的类似结果。我们还修改了Markov链中的RICCI曲率的定义在图表上,研究了Ricci曲率的概要曲率的普通图,笛卡尔级数的图形,随机图和一些特殊的图表。

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