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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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020 $a 9780387312392 (cloth) : $c EUR69.95
020 $a 0387312390 (cloth)
020 $a 9780387312408 (ebook)
020 $a 0387312404 (ebook)
035 $a (CStRLIN)NYUGB13352331-B
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050 0 4 $a QA76.618 $b .N55 2006
082 0 4 $a 006.32 $2 22
100 1 $a Nikolaev, Nikolay Y. $3 719852
245 1 0 $a Adaptive learning of polynomial networks : $b genetic programming, backpropagation and Bayesian methods / $c Nikolay Y. Nikolaev, Hitoshi Iba.
260 # $a New York , $c c2006.: $b Springer
300 $a xiv, 316 p. : $b ill. ; $c 25 cm.
440 0 $a Genetic and evolutionary computation
504 $a Includes bibliographical references (p. [295]-311) and index.
505 2 # $a 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.
650 # 0 $a Evolutionary computation. $3 573187
650 # 0 $a Neural networks (Computer science) $3 528588
650 # 0 $a Bayesian statistical decision theory. $3 527671
700 1 # $a Iba, Hitoshi. $3 719853
856 4 2 $3 Publisher description $u http://www.loc.gov/catdir/enhancements/fy0663/2006920797-d.html
856 4 1 $3 Table of contents only $u http://www.loc.gov/catdir/enhancements/fy0824/2006920797-t.html