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Genetic Algorithms + Data Structures = Evolution Programs

Name: Genetic Algorithms + Data Structures = Evolution Programs
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01566068
Price: 168.02 EUR
Availability: InStock
Author: Zbigniew Michalewicz
ISBN: 9783540606765

Zbigniew Michalewicz

Language

English

Book Hardback

Libristo code: 01566068

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, March 1996

Genetic algorithms are founded upon the principle of evolution, i.e., survival of the fittest. Hence... Full description

Libristo code: 01566068

406 b

168.02 €

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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.