Produktbild: Nature-Inspired Optimizers

Nature-Inspired Optimizers

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Theories, Literature Reviews and Applications, Studies in Computational Intelligence 811

ISBN: 3030121267
ISBN 13: 9783030121266
Herausgeber: Seyedali Mirjalili/Jin Song Dong/Andrew Lewis
Verlag: Springer Verlag GmbH
Umfang: xvi, 238 S., 7 s/w Illustr., 101 farbige Illustr., 238 p. 108 illus., 101 illus. in color.
Erscheinungsdatum: 25.02.2019
Auflage: 1/2020
Produktform: Gebunden/Hardback
Einband: Gebunden

This book covers the conventional and most recent theories and applications in the area of evolutionary algorithms, swarm intelligence, and meta-heuristics. Each chapter offers a comprehensive description of a specific algorithm, from the mathematical model to its practical application. Different kind of optimization problems are solved in this book, including those related to path planning, image processing, hand gesture detection, among others. All in all, the book offers a tutorial on how to design, adapt, and evaluate evolutionary algorithms. Source codes for most of the proposed techniques have been included as supplementary materials on a dedicated webpage.

Artikelnummer: 6131073 Kategorie:

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