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Simulation-Based Decision Making for Complex Systems

Name: Simulation-Based Decision Making for Complex Systems
Brand: VDM Verlag
SKU: 06824109
Price: 26899 HUF
Availability: InStock
Author: Shengnan Wu
ISBN: 9783639156201

Applications in Disaster Response Planning and Management

Shengnan Wu

Language

English

Book Paperback

Libristo code: 06824109

Publishers VDM Verlag, May 2009

Over the last several decades, computer simulations§have been widely utilized to model and analyze§c... Full description

Libristo code: 06824109

185 b

26 899 Ft

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Over the last several decades, computer simulations§have been widely utilized to model and analyze§complex systems at low costs and risks. Although§simulation can represent physical systems§realistically, it is a descriptive tool without the§capability of suggesting better solutions. However,§it can be complemented by incorporating optimization§routines. The most challenging problem is that§large-scale simulation models normally take a§considerable amount of computer time to execute so§that the number of solution evaluations needed by§most optimization algorithms is not feasible within a§reasonable time frame. This book, therefore, provides§a highly efficient evolutionary simulation-based§decision making procedure which can be applied in§real-time management situations. We have used this§novel simulation-optimization technique to study§several disaster response problems. The methodologies§provided herein should be useful to professionals and§researchers in the fields of industrial engineering§and operations research. The applications in disaster§response management should help emergency managers§and personnel to gain insights into several§significant response problems.