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<図書>
Introduction to stochastic search and optimization : estimation, simulation, and control

責任表示 James C. Spall
シリーズ Wiley-Interscience series in discrete mathematics and optimization
データ種別 図書
出版者 Hoboken, N.J. : J. Wiley
出版年 c2003
本文言語 英語
大きさ xx, 595 p. : ill. ; 26 cm
概要 This graduate textbook describes the primary methods for solving search and optimization problems that have random noise or randomness, such as random search, recursive least squares, stochastic appro...imation, simulated annealing, evolutionary computation, and reinforcement learning. The book is designed to be accessible to those who will actually use the methods in practical settings (as well as to researchers). Prerequisites include a working knowledge of basic statistics and probability and knowledge of multivariate calculus and basic matrix algebra. Annotation (c)2003 Book News, Inc., Portland, OR (booknews.com) 続きを見る

所蔵情報


筑紫図 067212003000117 417.1/Sp 1 2003

書誌詳細

一般注記 Includes bibliographical references (p. 558-579) and index
著者標目 Spall, James C.
件 名 LCSH:Stochastic processes
LCSH:Search theory
LCSH:Mathematical optimization
分 類 LCC:QA274
DC21:519.2
書誌ID 1001072027
ISBN 0471330523
NCID BA62573010
巻冊次 ISBN:0471330523
登録日 2009.09.17
更新日 2017.10.03

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