A Field Guide to Genetic Programming
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Date
2008
Authors
Poli, Ricardo
Langdon, William B.
McPhee, Nicholas F.
Journal Title
Journal ISSN
Volume Title
Publisher
[S.L.] : Lulu Press (lulu.com), 2008.
Abstract
A Field Guide to Genetic Programming (ISBN 978-1-4092-0073-4) is an introduction to genetic programming (GP). 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 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. The authors
Description
xiv, 233 p. : il. ; 23 cm.
Libro Electrónico
Libro Electrónico
Keywords
Genetic programming, Evolutionary computation, Artificial intelligence, Machine learning, Automatic programming, Genética--- Informática, Genetic programming (Computer science)
Citation
Poli, R., Langdon, W. B. & McPhee, N. F. (2008). A Field Guide to Genetic Programming [Adobe Digital Editions version]