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Synopsis
Genetic programming (GP) is a systematic, domain-independent method for getting computers to solve problems automatically starting from a high-level statement of what needs to be done. Using ideas from natural evolution, GP starts from an ooze of random computer programs, and progressively refines them through processes of mutation and sexual recombination, until high-fitness solutions emerge. All this without the user having to know or specify the form or structure of solutions in advance. GP has generated a plethora of human-competitive results and applications, including novel scientific discoveries and patentable inventions. This unique overview of this exciting technique is written by three of the most active scientists in GP. See www.gp-field-guide.org.uk for more information on the book.
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A Field Guide to Genetic Programming Genetic programming (GP) is a systematic, domain-independent method for getting computers to solve problems automatically starting from a high-level statement of what needs to be done. Using ideas from natural evolution, GP starts from an ooze of random computer programs, and progressively refines them through processes of mutation and sexual recombination, until high-fitness solutions emerge. All... Full description
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A Field Guide to Genetic Programming
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Lulu Enterprises Uk Ltd, 2008
ISBN 10: 1409200736
ISBN 13: 9781409200734
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A Field Guide to Genetic Programming
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A Field Guide to Genetic Programming
Published by
Lulu Enterprises Uk Ltd, 2008
ISBN 10: 1409200736
ISBN 13: 9781409200734
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A Field Guide to Genetic Programming
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