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Genetic Algorithms + Data Structures = Evolution Programs by Zbigniew Michalewicz

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Genetic Algorithms + Data Structures = Evolution Programs by Zbigniew Michalewicz

Genetic Algorithms + Data Structures = Evolution Programs by Zbigniew Michalewicz
Springer; 3rd, rev. and extended ed. 1996. Corr. 2nd printing 1998 edition | 1996 | English | ISBN: 3540606769 | 388 pages | PDF | 16 MB

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.