Genetic Algorithms + Data Structures = Evolution Programs - Softcover

Michalewicz, Zbigniew

 
9783642082337: Genetic Algorithms + Data Structures = Evolution Programs
Softcover
ISBN 10: 3642082335 ISBN 13: 9783642082337
Verlag: Springer, 2011

Inhaltsangabe

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.

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Verlag
Springer
Erscheinungsdatum
2011
Sprache
Englisch
ISBN 10 
3642082335
ISBN 13 
9783642082337
Einband
Taschenbuch
Auflage
3
Anzahl der Seiten
408
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Deutschland

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