Nature-Inspired Optimizers: Theories, Literature Reviews and Applications (Studies in Computational Intelligence, 811)

ISBN 10: 3030121291 / ISBN 13: 9783030121297

Published by Springer, 2020

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New. Seller Inventory # ERICA77330301212916

Bibliographic Details

Title: Nature-Inspired Optimizers: Theories, ...

Publisher: Springer

Publication Date: 2020

Binding: Paperback

Condition: New

Book Type: book

About this title

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.