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Nature-Inspired Optimizers

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

Format: Hardback
Publisher: Springer Nature Switzerland AG, Cham, Switzerland
Published: 25th Feb 2019
Dimensions: w 156mm h 234mm d 16mm
Weight: 538g
ISBN-10: 3030121267
ISBN-13: 9783030121266
Barcode No: 9783030121266
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Synopsis
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.

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