Handbook of Simulation Optimization - International Series in Operations Research & Management Science - - 書籍 - Springer-Verlag New York Inc. - 9781493951666 - 2016年8月23日
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Handbook of Simulation Optimization - International Series in Operations Research & Management Science Softcover reprint of the original 1st ed. 2015 edition

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The Handbook of Simulation Optimization presents an overview of the state of the art of simulation optimization, providing a survey of the most well-established approaches for optimizing stochastic simulation models and a sampling of recent research advances in theory and methodology. Leading contributors cover such topics as discrete optimization via simulation, ranking and selection, efficient simulation budget allocation, random search methods, response surface methodology, stochastic gradient estimation, stochastic approximation, sample average approximation, stochastic constraints, variance reduction techniques, model-based stochastic search methods, and Markov decision processes. This single volume should serve as a reference for those already in the field and as a means for those new to the field for understanding and applying the main approaches. The intended audience includes researchers, practitioners, and graduate students in the business/engineering fields of operations research, management science, operations management, and stochastic control, as well as in economics/finance and computer science.

403 pages, 9 black & white illustrations, 9 colour illustrations, 7 black & white tables, biography

メディア 書籍     Paperback Book   (ソフトカバーで背表紙を接着した本)
リリース済み 2016年8月23日
ISBN13 9781493951666
出版社 Springer-Verlag New York Inc.
ページ数 387
寸法 155 × 235 × 21 mm   ·   562 g
言語 英語  
編集者 Fu, Michael C

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