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.
Format: Hardback
CONTRIBUTORS: Seyedali Mirjalili
EAN: 9783030121266
COUNTRY: Switzerland
PAGES:
WEIGHT: 553 g
HEIGHT: 235 cm
PUBLISHED BY: Springer Nature Switzerland AG
DATE PUBLISHED: 2019-02-25
CITY:
GENRE: COMPUTERS / Artificial Intelligence / General, MATHEMATICS / Applied, TECHNOLOGY & ENGINEERING / Automation
WIDTH: 155 cm
SPINE:
Book Themes:
Optimization, Automatic control engineering, Artificial intelligence
