Metaheuristic Computation with MATLAB®
Autor Erik Cuevas, Alma Rodriguezen Limba Engleză Paperback – 6 mai 2022
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
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Specificații
ISBN-13: 9780367523800
ISBN-10: 0367523809
Pagini: 280
Ilustrații: 100
Dimensiuni: 178 x 254 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
ISBN-10: 0367523809
Pagini: 280
Ilustrații: 100
Dimensiuni: 178 x 254 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Cuprins
Preface. Acknowledgments. Authors. Chapter 1 Introduction and Main Concepts. Chapter 2 Genetic Algorithms (GA). Chapter 3 Evolutionary Strategies (ES). Chapter 4 Moth–Flame Optimization (MFO) Algorithm. Chapter 5 Differential Evolution (DE). Chapter 6 Particle Swarm Optimization (PSO) Algorithm. Chapter 7 Artificial Bee Colony (ABC) Algorithm. Chapter 8 Cuckoo Search (CS) Algorithm. Chapter 9 Metaheuristic Multimodal Optimization. Index.
Notă biografică
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.
Alma Rodríguez is a PhD candidate in electronics and computer science at the University of Guadalajara, Mexico.
Descriere
The main purpose of this book is to provide a unified view of the most popular metaheuristic methods. Under this perspective, it has presented the fundamental design principles as well as the operators of metaheuristic approaches which are considered essential.