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" A field guide to genetic programming / "
Riccardo Poli, William B. Langdon and Nicholas F. McPhee, with contributions by John R. Koza.
| Document Type
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BL
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| Record Number
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956599
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| Doc. No
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b710969
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| Main Entry
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Poli, Riccardo,1961-
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| Title & Author
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A field guide to genetic programming /\ Riccardo Poli, William B. Langdon and Nicholas F. McPhee, with contributions by John R. Koza.
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| Publication Statement
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[S.I.] :: [Lulu Press], lulu.com,, 2008.
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| Page. NO
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xiv, 233 pages :: illustrations ;; 23 cm
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| ISBN
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1409200736
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: 9781409200734
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| Bibliographies/Indexes
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Includes bibliographical references (pages 167-223) and index.
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| Contents
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Introduction -- Representation, initialisation and operators in Tree-based GP -- Getting ready to run genetic programming -- Example genetic programming run -- Alternative initialisations and operators in Tree-based GP -- Modular, grammatical and developmental Tree-based GP -- Linear and graph genetic programming -- Probalistic genetic programming -- Multi-objective genetic programming -- Fast and distributed genetic programming -- GP theory and its applications -- Applications -- Troubleshooting GP -- Conclusions.
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| Subject
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Genetic programming (Computer science)
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| Subject
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Genetic programming (Computer science)
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| Dewey Classification
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006.31
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| LC Classification
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QA76.623.P766 2008
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| Added Entry
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Koza, John R.
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Langdon, W. B., (William B.)
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McPhee, Nicholas F.
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