Metaheuristic Computation with MATLAB
Erik Cuevas, University of Guadalajara;
Alma Rodríguez, University of Guadalajara
CRC Press, Inc., 2020
ISBN: 9780367438869;
Language: English
Metaheuristic Computation with MATLAB 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. 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.
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
