Ordinal optimization: Soft optimization for hard problems

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Mathematics - Optimization. Operations Research
Ordinal optimization: Soft optimization...

Ordinal optimization: Soft optimization for hard problems

Name: Ordinal optimization: Soft optimization for hard problems
ISBN: 9780387372327

Yu-Chi Ho, Qian-Chuan Zhao, Qing-Shan Jia

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Performance evaluation of increasingly complex human-made systems requires the use of simulation models. However, these systems are difficult to describe and capture by succinct mathematical models. The purpose of this book is to address the difficulties of the optimization of complex systems via simulation models or other computation-intensive models involving possible stochastic effects and discrete choices. This book establishes distinct advantages of the "softer" ordinal approach for search-based type problems, analyzes its general properties, and shows the many orders of magnitude improvement in computational efficiency that is possible.

الفئات:

Mathematics - Optimization. Operations Research

عام:

2007

الناشر:

Springer

اللغة:

english

الصفحات:

324

ISBN 10:

0387372326