Evolutionary Intelligence
An Introduction to Theory and Applications with Matlab
Published on 3. January 2008
Book
Hardback
XXII, 584 pages
978-3-540-75158-8 (ISBN)
Description
This book provides a highly accessible introduction to evolutionary computation. It details basic concepts, highlights several applications of evolutionary computation, and includes solved problems using MATLAB software and C/C++. This book also outlines some ideas on when genetic algorithms and genetic programming should be used. The most difficult part of using a genetic algorithm is how to encode the population, and the author discusses various ways to do this.
More details
Language
English
Place of publication
Heidelberg
Germany
Publishing group
Springer Berlin
Target group
College/higher education
Illustrations
296 s/w Abbildungen, 77 s/w Tabellen
296 black & white illustrations, 77 black & white tables, biography
Dimensions
Height: 23.5 cm
Width: 15.5 cm
ISBN-13
978-3-540-75158-8 (9783540751588)
Schweitzer Classification
Other editions
Additional editions
S. Sumathi | T. Hamsapriya | P. Surekha
Evolutionary Intelligence
An Introduction to Theory and Applications with Matlab
E-Book
01/2008
1st Edition
Springer
€106.95
Available for download
Content
Introduction to Evolutionary Computation.- Evolutionary Algorithms.- Genetic Algorithms with Matlab.- Genetic Programming Concepts.- Parallel Genetic Algorithms.- Applications of Evolutionary Algorithms.- Applications of Genetic Algorithms.- Genetic Programming Applications.- Applications of Parallel Genetic Algorithm.- Assembling DNA Fragments with a Distributed Genetic Algorithm.