Finite Markov Chains and Algorithmic Applications pdf epub mobi txt 电子书下载 2025

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出版者:Cambridge University Press

作者:Olle Häggström

出品人:

页数:124

译者:

出版时间:2002-6-10

价格:USD 47.99

装帧:Paperback

isbn号码:9780521890014

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图书标签:

数学
算法

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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, simulated annealing, and the recent Propp-Wilson algorithm. This book will appeal not only to mathematicians, but also to students of statistics and computer science. The subject matter is introduced in a clear and concise fashion and the numerous exercises included will help students to deepen their understanding.