Description: "Mathematical Aspects of Mixing Times in Markov Chains" begins with a gentle introduction to the analytical aspects of the theory of finite Markov chain mixing times and quickly ramps up to explain the latest developments in the topic. Several theorems are revisited and often derived in simpler, transparent ways, and illustrated with examples. The highlights include spectral, logarithmic Sobolev techniques, the evolving set methodology, and issues of nonreversibility. "Mathematical Aspects of Mixing Times in Markov Chains" is a comprehensive, well-written review of the subject that will be of interest to researchers and students in computer and mathematical sciences.
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EAN: 9781933019291
UPC: 9781933019291
ISBN: 9781933019291
MPN: N/A
Book Title: Mathematical Aspects of Mixing Times in Markov Cha
Item Length: 23.4 cm
Item Weight: 0.18 kg
Item Height: 234 mm
Item Width: 156 mm
Series: Foundations and Trends (R) in Theoretical Computer Science
Author: Ravi Montenegro, Prasad Tetali
Publication Name: Mathematical Aspects of Mixing Times in Markov Chains
Format: Paperback
Language: English
Publisher: Now Publishers INC International Concepts
Subject: Computer Science
Publication Year: 2006
Type: Textbook
Number of Pages: 78 Pages
