Genetic Algorithms for Control and Signal Processing (Advances in Industrial Control) - Hardcover

Man, K.F.; Etc.; Tang, K.S.; Kwong, S.; Halang, W.A.

 
9783540761013: Genetic Algorithms for Control and Signal Processing (Advances in Industrial Control)
Hardcover
ISBN 10: 3540761012 ISBN 13: 9783540761013
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 1996

Synopsis

This volume provides coverage of the field of genetic algorithms and their applications in solving engineering problems in control and signal processing. The basic genetic operations such as crossover, mutation and reinsertion are discussed, and the characteristics of genetic algorithms, their advantages and constraints, are also described. These processes are illustrated by real-world applications, including a report on the use of genetic algoritms for active noise control. The book closes with a description of a proposed hierarchical genetic algorithm designed to address the problems in determining system topology. The use of this formulation in digital filter design is discussed, and the idea is then extended to address neural network optimization and the construction of a reduced fuzzy membership set and rules for control and signal processing.

"synopsis" may belong to another edition of this title.

Synopsis

This volume provides coverage of the field of genetic algorithms and their applications in solving engineering problems in control and signal processing. The basic genetic operations such as crossover, mutation and reinsertion are discussed, and the characteristics of genetic algorithms, their advantages and constraints, are also described. These processes are illustrated by real-world applications, including a report on the use of genetic algoritms for active noise control. The book closes with a description of a proposed hierarchical genetic algorithm designed to address the problems in determining system topology. The use of this formulation in digital filter design is discussed, and the idea is then extended to address neural network optimization and the construction of a reduced fuzzy membership set and rules for control and signal processing.

"About this title" may belong to another edition of this title.

Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Publication date
1996
Language
English
ISBN 10 
3540761012
ISBN 13 
9783540761013
Binding
Hardcover
Number of pages
231

Other Popular Editions of the Same Title

9781447112419: Genetic Algorithms for Control and Signal Processing (Advances in Industrial Control)

Featured Edition

ISBN 10:  1447112415 ISBN 13:  9781447112419
Publisher: Springer, 2011
Softcover