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Stochastic Simulation Optimization For Discrete Event Systems: Perturbation Analysis, Ordinal Optimization And Beyond

Language EnglishEnglish
Book Hardback
Book Stochastic Simulation Optimization For Discrete Event Systems: Perturbation Analysis, Ordinal Optimization And Beyond Chun-Hung Chen
Libristo code: 05070989
Publishers World Scientific Publishing Co Pte Ltd, August 2013
Discrete event systems (DES) have become pervasive in our daily life. Examples include (but are not... Full description
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Discrete event systems (DES) have become pervasive in our daily life. Examples include (but are not restricted to) manufacturing and supply chains, transportation, healthcare, call centers, and financial engineering. However, due to their complexities that often involve millions or even billions of events with many variables and constraints, modeling of these stochastic simulations has long been a "hard nut to crack". The advance in available computer technology, especially of cluster and cloud computing, has paved the way for the realization of a number of stochastic simulation optimization for complex discrete event systems. This book will introduce two important techniques initially proposed and developed by Professor Y C Ho and his team; namely perturbation analysis and ordinal optimization for stochastic simulation optimization, and present the state-of-the-art technology, and their future research directions.

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About the book

Full name Stochastic Simulation Optimization For Discrete Event Systems: Perturbation Analysis, Ordinal Optimization And Beyond
Author Chun-Hung Chen, Qing-Shan Jia, Loo Hay Lee
Language English
Binding Book - Hardback
Date of issue 2013
Number of pages 276
EAN 9789814513005
ISBN 9814513008
Libristo code 05070989
Publishers World Scientific Publishing Co Pte Ltd
Weight 554
Dimensions 157 x 235 x 19

Categories

Mathematics & Science > Mathematics > Applied mathematics > Stochastics
Mathematics & Science > Mathematics > Optimization
Technology, Engineering, Agriculture > Technology: general issues > Technical design
The Arts > Industrial / commercial art & design
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