Stochastic Simulation Optimization for Discrete Event Systems : Perturbation Analysis, Ordinal Optimization and Beyond

Chen, Chun-hung (EDT); Qing-shan, Jia (EDT); Lee, Loo Hay (EDT); Pao, Lucy (FRW)

ISBN 10: 9814513008 / ISBN 13: 9789814513005

Editore: World Scientific Publishing Company, 2013

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Dati bibliografici

• Titolo: Stochastic Simulation Optimization for Discrete Event Systems : Perturbation Analysis, Ordinal Optimization and Beyond
• Editore: World Scientific Publishing Company
• Data di pubblicazione: 2013
• Lingua: Inglese
• ISBN 10: 9814513008
• ISBN 13: 9789814513005
• Rilegatura: Rilegato
• Condizione: New

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Riassunto

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.