S.N. Sivanandam,
S. N. Deepa
Introduction to Genetic Algorithms
Gebonden Engels 2007 2008e druk 9783540731894
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9783540731894
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:442
Uitgever:Springer Berlin Heidelberg
Druk:2008
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Inhoudsopgave
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.
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