S.N. Sivanandam,
S. N. Deepa
Springer Berlin Heidelberg
0e druk, 2010
9783642092244
Introduction to Genetic Algorithms
Specificaties
Paperback, 442 blz.
|
Engels
Springer Berlin Heidelberg |
0e druk, 2010
ISBN13: 9783642092244
Rubricering
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
ISBN13:9783642092244
Taal:Engels
Bindwijze:paperback
Aantal pagina's:442
Uitgever:Springer Berlin Heidelberg
Druk:0
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.