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020 a| 0387312390 (hd.bd.);

020 a| 9780387312392;

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049 a| EREEa| NEHH;

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072 7 a| QA2| lcco;

100 1 a| Nikolaev, Nikolay Y.?| UNAUTHORIZED;

245 10 a| Adaptive learning of polynomial networksh| [electronic resource] :b| genetic programming, backpropagation and Bayesian methods /c| Nikolay Y. Nikolaev, Hitoshi Iba.;

260 a| New York :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.;

506 a| Available only to authorized users.;

538 a| Mode of access: World Wide Web;

650 0 a| Evolutionary computation.=| ^A494376;

650 0 a| Neural networks (Computer science)=| ^A263002;

650 0 a| Bayesian statistical decision theory.=| ^A20878;

655 0 a| Electronic books.=| ^A491897;

700 1 a| Iba, Hitoshi.?| UNAUTHORIZED;

856 40 z| Full text available from Springer Booksu| https://go.openathens.net/redirector/ecu.edu?url=https%3A%2F%2Flink.springer.com%2F10.1007%2F0-387-31240-4;

947 a| (OCoLC)ocm70132603;

949 a| CLICK ON WEB ADDRESSw| ASISh| JOYNER188;

949 a| CLICK ON WEB ADDRESSw| ASISh| HSL77;

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998 a| 6340591;

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999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 6340591-2001l| HSLELECm| HSLr| Ys| Yt| HEBKu| 4/16/2024x| EBOOKz| HERESOURCE;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 6340591-3001l| MNETm| JMUSICr| Ys| Yt| MNESSBKu| 4/16/2024x| EBOOKz| JERESOURCE;

Adaptive learning of polynomial networks genetic programming, backpropagation and Bayesian methods / Nikolay Y. Nikolaev, Hitoshi Iba.

Author/creator	Nikolaev, Nikolay Y.
Other author	Iba, Hitoshi.
Format	Electronic
Publication Info	New York : Springer,
Description	xiv, 316 p. : ill. ; 25 cm.
Supplemental Content	Full text available from Springer Books
Subjects	Evolutionary computation. Neural networks (Computer science) Bayesian statistical decision theory.

Series	Genetic and evolutionary computation
Partial contents	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.
Bibliography note	Includes bibliographical references (p. [295]-311) and index.
Access restriction	Available only to authorized users.
Technical details	Mode of access: World Wide Web
Genre/form	Electronic books.
LCCN	2006920797
ISBN	0387312390 (hd.bd.)
ISBN	9780387312392

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Adaptive learning of polynomial networks genetic programming, backpropagation and Bayesian methods / Nikolay Y. Nikolaev, Hitoshi Iba.

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