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Adaptive learning of polynomial netw...
~
Nikolaev, Nikolay Y.
Adaptive learning of polynomial networks : = genetic programming, backpropagation and Bayesian methods /
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Adaptive learning of polynomial networks :/ Nikolay Y. Nikolaev, Hitoshi Iba.
Reminder of title:
genetic programming, backpropagation and Bayesian methods /
Author:
Nikolaev, Nikolay Y.
other author:
Iba, Hitoshi.
Published:
New York ,Springer : c2006.:,
Description:
xiv, 316 p. :ill. ; : 25 cm.;
Series:
Genetic and evolutionary computation
Subject:
Evolutionary computation. -
Online resource:
http://www.loc.gov/catdir/enhancements/fy0663/2006920797-d.html
Online resource:
http://www.loc.gov/catdir/enhancements/fy0824/2006920797-t.html
ISBN:
9780387312392 (cloth) :
Adaptive learning of polynomial networks : = genetic programming, backpropagation and Bayesian methods /
Nikolaev, Nikolay Y.
Adaptive learning of polynomial networks :
genetic programming, backpropagation and Bayesian methods /Nikolay Y. Nikolaev, Hitoshi Iba. - New York ,Springerc2006.: - xiv, 316 p. :ill. ;25 cm. - Genetic and evolutionary computation.
Includes bibliographical references (p. [295]-311) and index.
Inductive genetic programming -- Tree-like PNN representations -- Fitness functions and fitness landscapes -- Search navigation -- Backpropagation techniques -- Temporal backpropagation - Bayesian inference techniques -- Statistical model diagnostics -- Time series modelling.
ISBN: 9780387312392 (cloth) :EUR69.95
LCCN: 2006920797
Nat. Bib. Agency Control No.: 979827884GyFmDBSubjects--Topical Terms:
573187
Evolutionary computation.
LC Class. No.: QA76.618 / .N55 2006
Dewey Class. No.: 006.32
Adaptive learning of polynomial networks : = genetic programming, backpropagation and Bayesian methods /
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Adaptive learning of polynomial networks :
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genetic programming, backpropagation and Bayesian methods /
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Nikolay Y. Nikolaev, Hitoshi Iba.
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New York ,
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c2006.:
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Springer
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xiv, 316 p. :
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ill. ;
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25 cm.
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Genetic and evolutionary computation
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Includes bibliographical references (p. [295]-311) and index.
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Inductive genetic programming -- Tree-like PNN representations -- Fitness functions and fitness landscapes -- Search navigation -- Backpropagation techniques -- Temporal backpropagation - Bayesian inference techniques -- Statistical model diagnostics -- Time series modelling.
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Evolutionary computation.
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Iba, Hitoshi.
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http://www.loc.gov/catdir/enhancements/fy0663/2006920797-d.html
856
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Table of contents only
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http://www.loc.gov/catdir/enhancements/fy0824/2006920797-t.html
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