Introduction to genetic algorithms

Authors:S. N. Sivanandam, S. N. Deepa

Summary: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.

Print Book, English, 2010

Edition:View all formats and editions

Publisher: Springer, Berlin, 2010

Physical Description:xix, 442 pages : illustrations ; 24 cm

ISBN:

9783642092244, 3642092241

OCLC Number / Unique Identifier:701718616

Subjects:

Algorithmes génétiques

Genetic algorithms

Genetic programming (Computer science)

Genetischer Algorithmus

Programmation génétique (Informatique)

Contents:

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.