Kniha Finite Markov Chains and Algorithmic Applications Olle Haggstrom

Finite Markov Chains and Algorithmic Applications

Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 9-15 dnů
1 210
Based on a lecture course given at Chalmers University of Technology, this 2002 book is ideal for ad...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2002
Stránek
126
EAN
9780521890014
ISBN
0521890012
Enbook ID
04379163
Hmotnost
214
Rozměry
227 x 164 x 8

Kompletní popis

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.

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