Sivanandam, S: Introduction to Genetic Algorithms
(Sprache: Englisch)
This book offers a basic introduction to genetic algorithms. It provides a detailed explanation of genetic algorithm concepts and examines numerous genetic algorithm optimization problems. In addition, the book presents implementation of optimization...
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This book offers a basic introduction to genetic algorithms. It provides a detailed explanation of genetic algorithm concepts and examines numerous genetic algorithm optimization problems. In addition, the book presents implementation of optimization problems using C and C++ as well as simulated solutions for genetic algorithm problems using MATLAB 7.0. It also includes application case studies on genetic algorithms in emerging fields.
Klappentext zu „Sivanandam, S: Introduction to Genetic Algorithms “
This book offers a basic introduction to genetic algorithms. It provides a detailed explanation of genetic algorithm concepts and examines numerous genetic algorithm optimization problems. In addition, the book presents implementation of optimization problems using C and C++ as well as simulated solutions for genetic algorithm problems using MATLAB 7.0. It also includes application case studies on genetic algorithms in emerging fields.
Inhaltsverzeichnis zu „Sivanandam, S: Introduction to Genetic Algorithms “
Evolutionary Computation.- Genetic Algorithms.- Terminologies and Operators of GA.- Advanced Operators and Techniques in Genetic Algorithm.- Classification of Genetic Algorithm.- Genetic Programming.- Genetic Algorithm Optimization Problems.- Genetic Algorithm Implementation Using Matlab.- Genetic Algorithm Optimization in C/C++.- Applications of Genetic Algorithms.- to Particle Swarm Optimization and Ant Colony Optimization.
Bibliographische Angaben
- Autoren: S.N. Sivanandam , S. N. Deepa
- 2007, 442 Seiten, 277 Schwarz-Weiss-Abbildungen, Masse: 16,4 x 24,5 cm, Gebunden, Englisch
- Verlag: Springer
- ISBN-10: 354073189X
- ISBN-13: 9783540731894
- Erscheinungsdatum: 09.10.2007
Sprache:
Englisch
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