Mathematical Aspects of Mixing Times in Markov Chains (Foundations and Trends(R) in Theoretical Computer Science)

Mathematical Aspects of Mixing Times in Markov Chains (Foundations and Trends(R) in Theoretical Computer Science)

by RaviMontenegro (Author), PrasadTetali (Author)

Synopsis

Provides an introduction to the analytical aspects of the theory of finite Markov chain mixing times and explains its developments. This book looks at several theorems and derives them in simple ways, illustrated with examples. It includes spectral, logarithmic Sobolev techniques, the evolving set methodology, and issues of nonreversibility.

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10 in stock

More Information

Format: Paperback
Pages: 132
Publisher: now publishers Inc
Published: 25 May 2006

ISBN 10: 1933019298
ISBN 13: 9781933019291