Recent Advances in Evolutionary Multi-objective Optimization

Language: English

Published by Springer, Palgrave Macmillan Aug 2016, 2016

3319429779 / 9783319429779

Series: Book 7 of 12 - Adaptation, Learning, and Optimization

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This item is printed on demand - Print on Demand Titel. Neuware -This book covers the most recent advances in the field of evolutionary multiobjective optimization. With the aim of drawing the attention of up-and coming scientists towards exciting prospects at the forefront of computational intelligence, the authors have made an effort to ensure that the ideas conveyed herein are accessible to the widest audience. The book begins with a summary of the basic concepts in multi-objective optimization. This is followed by brief discussions on various algorithms that have been proposed over the years for solving such problems, ranging from classical (mathematical) approaches to sophisticated evolutionary ones that are capable of seamlessly tackling practical challenges such as non-convexity, multi-modality, the presence of multiple constraints, etc. Thereafter, some of the key emerging aspects that are likely to shape future research directions in the field are presented. These include: optimization in dynamic environments, multi-objective bilevel programming, handling high dimensionality under many objectives, and evolutionary multitasking. In addition to theory and methodology, this book describes several real-world applications from various domains, which will expose the readers to the versatility of evolutionary multi-objective optimization.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 192 pp. Englisch. …

Seller Inventory # 9783319429779

Title
Recent Advances in Evolutionary Multi-objective Optimization
Author
Slim Bechikh
Publisher
Springer, Palgrave Macmillan Aug 2016
Publication year
2016
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319429779
ISBN 13
9783319429779
Item weight
459 grams
Dimensions
241x160x17 mm
Series
Book 7 of 12: Adaptation, Learning, and Optimization

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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