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<図書>
Markov processes and applications : algorithms, networks, genome and finance

責任表示 Etienne Pardoux
シリーズ Wiley series in probability and mathematical statistics
Wiley-Dunod series
データ種別 図書
出版情報 Chichester, West Sussex, U.K. : John Wiley & Sons
[Paris] : Dunod , 2008
本文言語 英語
大きさ xii, 296, 12 p. : ill. ; 24 cm
概要 Markov processes are the class of stochastic processes in which past and future are conditionally independent, given their present state. They constitute important models in many applied fields. After...an introduction to the Monte Carlo method, this book describes discrete time Markov chains, the Poisson process and continuous time Markov chains. It also presents numerous applications including Markov Chain Monte Carlo, Simulated Annealing, Hidden Markov Models, Annotation and Alignment of Genomic sequences, Control and Filtering, Phylogenetic tree reconstruction and Queuing networks. The last chapter is an introduction to stochastic calculus and mathematical finance.続きを見る

所蔵情報



理系図3F 数理独自 PARD/20/1 2008
023212008007371

書誌詳細

一般注記 Includes bibliographical references (p. [295]-296) and index
著者標目 Pardoux, E. (Etienne), 1947-
件 名 LCSH:Markov processes
分 類 LCC:QA274.7
DC22:519.2/33
書誌ID 1001350644
ISBN 9780470772713
NCID BA88211682
巻冊次 ISBN:9780470772713
登録日 2009.09.18
更新日 2017.10.03