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Adaptive learning of polynomial netw...

Nikolaev, Nikolay Y.

Adaptive learning of polynomial networks : = genetic programming, backpropagation and Bayesian methods /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Adaptive learning of polynomial networks :/ Nikolay Y. Nikolaev, Hitoshi Iba.
其他題名:	genetic programming, backpropagation and Bayesian methods /
作者:	Nikolaev, Nikolay Y.
其他作者:	Iba, Hitoshi.
出版者:	New York ,Springer : c2006.:,
面頁冊數:	xiv, 316 p. :ill. ; : 25 cm.;
叢書名:	Genetic and evolutionary computation
標題:	Evolutionary computation. -
電子資源:	http://www.loc.gov/catdir/enhancements/fy0663/2006920797-d.html
電子資源:	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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245 1 0 $a Adaptive learning of polynomial networks : $b genetic programming, backpropagation and Bayesian methods / $c Nikolay Y. Nikolaev, Hitoshi Iba.
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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
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856 4 1 $3 Table of contents only $u http://www.loc.gov/catdir/enhancements/fy0824/2006920797-t.html