Genetic Programming (BOK)

Genetic Programming (BOK)

John R Koza

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Genetic programming may be more powerful than neural networks and other machine learning techniques, able to solve problems in a wider range of disciplines. In this ground-breaking book, John Koza shows how this remarkable paradigm works and provides substantial empirical evidence that solutions to a great variety of problems from many different fields can be found by genetically breeding populations of computer programs. Genetic Programming contains a great many worked examples and includes a sample computer code that will allow readers to run their own programs.In getting computers to solve problems without being explicitly programmed, Koza stresses two points: that seemingly different problems from a variety of fields can be reformulated as problems of program induction, and that the recently developed genetic programming paradigm provides a way to search the space of possible computer programs for a highly fit individual computer program to solve the problems of program induction. Good programs are found by evolving them in a computer against a fitness measure instead of by sitting down and writing them.John R. Koza is Consulting Associate Professor in the Computer Science Department at Stanford University.

Produktfakta

Språk Engelsk Engelsk Innbinding Innbundet
Utgitt 1993 Forfatter John R Koza
Forlag
MIT University Press Group Ltd
ISBN 9780262111706
Antall sider 835 Dimensjoner 18,7cm x 26cm x 5cm
Vekt 1617 gram Leverandør Bertram Trading Ltd