Genetic algorithms + data structures evolution programs

書誌事項

Genetic algorithms + data structures = evolution programs

Zbigniew Michalewicz

Springer-Verlag, c1994

2nd, extended ed

  • : gw
  • : us

タイトル別名

Genetic algorithms plus data structures equals evolution programs

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注記

Originally published 1992

Bibliography: p. [321]-336

Includes index

内容説明・目次

内容説明

Genetic algorithms are based on the principle of evolution, i.e., survival of the fittest. Hence evolution programming techniques, using genetic algorithms, are applicable to many hard optimization problems, such as optimization of functions with linear and nonlinear constraints, the travelling salesman problem, and problems of scheduling, partitioning, and control. For the expanding area of parallel computation these techniques are becoming more and more important. The book is self-contained and the only prerequisite is basic undergraduate mathematics. This second edition includes several new sections and many references to recent developments. A simple example of genetic code and an index are also added. Writing an evolution program for a given problem should be an enjoyable experience - this book may serve as a guide in this task.

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