Introduction to genetic algorithms with ... 13 tables

Authors:S. N. Sivanandam (Author), S. N. Deepa (Author)

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 S.

ISBN:

9783642092244, 9783540731900, 3642092241, 3540731903

OCLC Number / Unique Identifier:1340655361

Additional Physical Form Entry:

Online-Ausg.

Introduction to Genetic Algorithms

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.