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Paperback Finite Markov Chains and Algorithmic Applications Book

ISBN: 0521890012

ISBN13: 9780521890014

Finite Markov Chains and Algorithmic Applications

(Part of the London Mathematical Society Student Texts Series)

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Book Overview

Based on a lecture course given at Chalmers University of Technology, this 2002 book is ideal for advanced undergraduate or beginning graduate students. The author first develops the necessary background in probability theory and Markov chains before applying it to study a range of randomized algorithms with important applications in optimization and other problems in computing. Amongst the algorithms covered are the Markov chain Monte Carlo method,...

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