Finite Markov chains and algorithmic applications

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Finite Markov chains and algorithmic...

Finite Markov chains and algorithmic applications

Name: Finite Markov chains and algorithmic applications
ISBN: 9780521890014

Olle Häggström

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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.

వర్గాలు:

Mathematics

సంవత్సరం:

2002

ముద్రణం:

ప్రచురణకర్త:

Cambridge University Press

భాష:

english

పేజీల సంఖ్య:

125

ISBN 10: