Studies in Computational Intelligence: Theories, Literature Reviews and Applications

Mirjalili, Seyedali; Song Dong, Jin; Lewis, Andrew

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.

Details

Published by: Springer

Publication Date: 2020-10-28

Format: Paperback

ISBN-13: 9783030121297

DOI: 10.1007/978-3-030-12127-3

Dimensions: 235cm x155cm

Pages: 238