Description: Stochastic Simulation Optimization For Discrete Event Systems: Perturbation Analysis, Ordinal Optimization And BeyondAuthor(s): Chun-hung Chen, Qing-shan Jia, Loo Hay Lee Format: Hardback Publisher: World Scientific Publishing Co Pte Ltd, Singapore Imprint: World Scientific Publishing Co Pte Ltd ISBN-13: 9789814513005, 978-9814513005 Synopsis Discrete event systems (DES) have become pervasive in our daily lives. 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 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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Book Title: Stochastic Simulation Optimization For Discrete Event Systems:...
Publisher: World Industries Scientific Publishing Co Pte LTD
Publication Year: 2013
Subject: Mathematics
Number of Pages: 276 Pages
Language: English
Publication Name: Stochastic Simulation Optimization For Discrete Event Systems: Perturbation Analysis, Ordinal Optimization And Beyond
Type: Textbook
Author: Loo Hay Lee, Chun-Hung Chen, Qing-Shan Jia
Format: Hardcover
