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Finite Markov Chains and Algorithmic Applications - 9780521890014

Un libro in lingua di Olle Haggstrom edito da Cambridge Univ Pr, 2002

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Based on a lecture course given at Chalmers University of Technology, this book is suitable for advanced undergraduate and beginning graduate students in statistics and computer science, and for mathematicians. Necessary background in probability theory and Markov chains is developed, then applied to the study of a range of randomized algorithms with applications on optimization and other problems in computing. Algorithms covered are the Markov chain Monte Carlo method, simulated annealing, and the recently developed Propp-Wilson algorithm. Annotation c. Book News, Inc., Portland, OR (booknews.com)

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