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Random Walks and Heat Kernels on Graphs

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Random Walks and Heat Kernels on Graphs - Barlow, Martin T.
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This introduction to random walks on infinite graphs gives particular emphasis to graphs with polynomial volume growth. It offers an overview of analytic methods, starting with the connection between random walks and electrical resistance, and then proceeding to study the use of isoperimetric and Poincar??? inequalities. The book presents rough isometries and looks at the properties of a graph that are stable under these transformations. Applications include the 'type problem': determining whether a graph is transient or ...

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Random Walks and Heat Kernels on Graphs 2017, Cambridge University Press, Cambridge

ISBN-13: 9781107674424

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