Genetic Algorithms + Data Structures = Evolution Programs

By:

Zbigniew Michalewicz

Format:

Paperback / softback

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Description

Genetic algorithms are founded upon the principle of evolution, i.e., survival of the fittest. Hence evolution programming techniques, based on genetic algorithms, are applicable to many hard optimization problems, such as optimization of functions with linear and nonlinear constraints, the traveling salesman problem, and problems of scheduling, partitioning, and control. The importance of these techniques is still growing, since evolution programs are parallel in nature, and parallelism is one of the most promising directions in computer science. The book is self-contained and the only prerequisite is basic undergraduate mathematics. This third edition has been substantially revised and extended by three new chapters and by additional appendices containing working material to cover recent developments and a change in the perception of evolutionary computation.

Release date Australia

September 22nd, 2011

Author

Zbigniew Michalewicz

Audiences

Postgraduate, Research & Scholarly
Professional & Vocational

Edition

3rd ed. 1996

Illustrations

14 Illustrations, black and white; XX, 387 p. 14 illus.

Pages

387

Dimensions

155x235x21

ISBN-13

9783642082337

Product ID

10812975

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