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Inhaltsangabe
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.
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Über die Autorin bzw. den Autor
Erik Cuevas is a professor in the Department of Electronics at the University of Guadalajara, Mexico.
Alma Rodríguez is a PhD candidate in electronics and computer science at the University of Guadalajara, Mexico.
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Metaheuristic Computation with MATLAB®
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Metaheuristic Computation with MATLAB®
Verlag:
Chapman And Hall/CRC Mai 2022, 2022
ISBN 10: 0367523809
ISBN 13: 9780367523800
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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 useIncludes the necessary concepts to enable readers to implement and modify already known metaheuristic methods to solve problemsCovers design aspects and implementation in MATLAB®Contains numerous examples of problems and solutions that demonstrate the power of these methods of optimizationThe 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. 282 pp. Englisch. Bestandsnummer des Verkäufers 9780367523800
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Metaheuristic Computation with MATLAB®
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Taschenbuch. Zustand: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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 useIncludes the necessary concepts to enable readers to implement and modify already known metaheuristic methods to solve problemsCovers design aspects and implementation in MATLAB®Contains numerous examples of problems and solutions that demonstrate the power of these methods of optimizationThe 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. Bestandsnummer des Verkäufers 9780367523800
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Verlag:
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ISBN 10: 0367523809
ISBN 13: 9780367523800
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