Genetic Algorithms - Concepts and Designs (Paperback, 1st ed. 1999. Corr. 2nd printing 2001)

The practical application of Genetic Algorithms to the solution of engineering problems, is rapidly becoming an established approach in the fields of control and signal processing. This book provides comprehensive coverage of the techniques involved, describing the intrinsic characteristics, advantages and constraints of genetic algorithms, as well as discussing genetic operations such as crossover, mutation and reinsertion. In addition, the principle of multiobjective optimization and computing parallelism are discussed. These features are fully illustrated by real-world applications. Also described is a newly proposed and unique hierarchical genetic algorithm designed to address the problems in determining system topology. For added value, a 3.5" disk accompanies the book, that provides the reader with an interactive Genetic Algorithms demonstration programme.

General

Imprint:	Springer London
Country of origin:	United Kingdom
Series:	Advanced Textbooks in Control and Signal Processing
Release date:	February 2001
First published:	1999
Authors:	Kim-Fung Man • Kit-Sang Tang • Sam Kwong
Dimensions:	235 x 155 x 18mm (L x W x T)
Format:	Paperback
Pages:	344
Edition:	1st ed. 1999. Corr. 2nd printing 2001
ISBN-13:	978-1-85233-072-9
Categories:	Books > Professional & Technical > Electronics & communications engineering > General Books > Science & Mathematics > Mathematics > Applied mathematics > General Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
LSN:	1-85233-072-4
Barcode:	9781852330729

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