Multimodal Optimization by Means of Evolutionary Algorithms
Language: English
Published by Springer International Publishing, 2015
- Hardcover
- New
Seller: moluna, Greven, Germanymoluna
AbeBooks seller since July 9, 2020
Condition: New
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Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Describes state of the art in algorithms, measures and test problemsApproaches multimodal optimization algorithms via model-based simulation and statisticsValuable for practitioners with real-world black-box problemsDr. Mike Preuss got .
Seller Inventory # 31558367
- Title
- Multimodal Optimization by Means of Evolutionary Algorithms
- Author
- Mike Preuss
- Publisher
- Springer International Publishing
- Publication year
- 2015
- Condition
- New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 3319074067
- ISBN 13
- 9783319074061
- Seller catalogs
- Mathematik/Naturwissenschaften/Technik/Medizin
This book offers the first comprehensive taxonomy for multimodal optimization algorithms, work with its root in topics such as niching, parallel evolutionary algorithms, and global optimization.
The author explains niching in evolutionary algorithms and its benefits; he examines their suitability for use as diagnostic tools for experimental analysis, especially for detecting problem (type) properties; and he measures and compares the performances of niching and canonical EAs using different benchmark test problem sets. His work consolidates the recent successes in this domain, presenting and explaining use cases, algorithms, and performance measures, with a focus throughout on the goals of the optimization processes and a deep understanding of the algorithms used.
The book will be useful for researchers and practitioners in the area of computational intelligence, particularly those engaged with heuristic search, multimodal optimization, evolutionary computing, and experimental analysis.
"Synopsis" may belong to another edition of this title.
About the Author
Dr. Mike Preuss got his Ph.D. in the Technische Universität Dortmund and he is now a researcher at the Westfälische Wilhelms-Universität Münster. He has published in the leading journals and conferences on various aspects of computational intelligence, in particular evolutionary computing, heuristics, search and multicriteria optimization and served on many of the key academic conference committees, journal boards and review committees in this field. He is a leading figure in the application of computational and artificial intelligence to games.
"About the title" may belong to another edition of this title.
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