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Genetic Algorithms + Data Structures = Evolution Programs

Genetic Algorithms + Data Structures = Evolution Programs

Hardcover

General ComputersGeneral MathematicsProgramming

ISBN10: 3540606769
ISBN13: 9783540606765
Publisher: Springer Nature
Published: Mar 21 1996
Pages: 387
Weight: 1.56
Height: 1.00 Width: 6.39 Depth: 9.54
Language: English
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.

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