[share_ebook] Genetic Programming: On the Programming of Computers by Means of Natural Selection (Complex Adaptive Systems) free ebook download


Author: John R. Koza

Date: 1992-12-11

ISBN: 0262111705

Pages: 840

Language: English

Publisher: The MIT Press

Category: Technical


Posted on 2011-10-29, by LionFar.

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Title:Genetic Programming: On the Programming of Computers by Means of Natural Selection (Complex Adaptive Systems) free ebook download
Date1992-12-11
Language:English
Format:pdf
Size:10.02 MB

Description: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.


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