STOCHASTIC SIMULATION OPTIMIZATION FOR DISCRETE EVENT SYSTEMS: PERTURBATION ANALYSIS, ORDINAL OPTIMIZATION AND BEYOND - Tapa dura

9789814513005: STOCHASTIC SIMULATION OPTIMIZATION FOR DISCRETE EVENT SYSTEMS: PERTURBATION ANALYSIS, ORDINAL OPTIMIZATION AND BEYOND

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ISBN 10: 9814513008 ISBN 13: 9789814513005

Editorial: World Scientific Publishing Company, 2013

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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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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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EditorialWorld Scientific Publishing Company
A�o de publicaci�n2013
ISBN 10 9814513008
ISBN 13 9789814513005
Encuadernaci�nTapa dura
N�mero de p�ginas274
EditorCHEN CHUN-HUNG, JIA QING-SHAN, LEE LOO HAY

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STOCHASTIC SIMULATION OPTIMIZATION FOR DISCRETE EVENT SYSTEMS: PERTURBATION ANALYSIS, ORDINAL OPTIMIZATION AND BEYOND

Publicado por World Scientific Publishing Company (2013)

ISBN 10: 9814513008 ISBN 13: 9789814513005

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Stochastic Simulation Optimization for Discrete Event System

Chun-Hung Chen, Qing-Shan Jia, Loo Hay Lee

Publicado por World Scientific Publishing Company (2013)

ISBN 10: 9814513008 ISBN 13: 9789814513005

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Stochastic Simulation Optimization for Discrete Event System

Chun-Hung Chen, Qing-Shan Jia, Loo Hay Lee

Publicado por World Scientific Publishing Company (2013)

ISBN 10: 9814513008 ISBN 13: 9789814513005

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Stochastic Simulation Optimization for Discrete Event System

Chun-Hung Chen, Qing-Shan Jia, Loo Hay Lee

Publicado por World Scientific Publishing Company (2013)

ISBN 10: 9814513008 ISBN 13: 9789814513005

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