Metaheuristic Computation with MATLAB�

Cuevas, Erik; Rodriguez, Alma

ISBN 10: 0367523809 ISBN 13: 9780367523800

Published by Chapman and Hall/CRC, 2022

Language: English

Condition: New Soft cover

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Bibliographic Details

Title

Metaheuristic Computation with MATLAB�

Publisher

Chapman and Hall/CRC

Publication Date

2022

Language

English

ISBN 10

0367523809

ISBN 13

9780367523800

Binding

Soft cover

Condition

New

Seller catalogs

About this title

Synopsis

Metaheuristic algorithms are considered as generic optimization tools that can solve very complex problems characterized by having very large search spaces. Metaheuristic methods reduce the effective size of the search space through the use of effective search strategies.

Book Features:

Provides a unified view of the most popular metaheuristic methods currently in use

Includes the necessary concepts to enable readers to implement and modify already known metaheuristic methods to solve problems

Covers design aspects and implementation in MATLAB�

Contains numerous examples of problems and solutions that demonstrate the power of these methods of optimization

The material has been written from a teaching perspective and, for this reason, this book is primarily intended for undergraduate and postgraduate students of artificial intelligence, metaheuristic methods, and/or evolutionary computation. The objective is to bridge the gap between metaheuristic techniques and complex optimization problems that profit from the convenient properties of metaheuristic approaches. Therefore, engineer practitioners who are not familiar with metaheuristic computation will appreciate that the techniques discussed are beyond simple theoretical tools, since they have been adapted to solve significant problems that commonly arise in such areas.

About the Author

Erik Cuevas is a professor in the Department of Electronics at the University of Guadalajara, Mexico.

Alma Rodr�guez is a PhD candidate in electronics and computer science at the University of Guadalajara, Mexico.

"About this title" may belong to another edition of this title.

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