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

• Material Type: 図書
• ISBN: 9780387312392 (ISBN-13 : hd.bd.); 0387312390 (ISBN-10 : hd.bd.)
• Title: Adaptive learning of polynomial networks : genetic programming, backpropagation and Bayesian methods / Nikolay Y. Nikolaev, Hitoshi Iba.
• Series Title: Genetic and evolutionary computation series
• Author Heading: Nikolaev, Nikolay Y.; 伊庭, 斉志, 1962- イバ, ヒトシ, 1962- ( 00363866 )Authorities
• Publication, Distribution, etc.: New York : Springer
• Publication Date: c2006.
• Publication Date (W3CDTF): 2006
• Extent: xiv, 316 p. : ill. ; 25 cm.
• Place of Publication (Country Code): US
• Text Language Code: eng
• Subject Heading: Evolutionary computation.; Neural networks (Computer science); Bayesian statistical decision theory.
• LCC: MLCM 2006/41409 (Q)
• NDLC: M121
• Note (Bibliography): Includes bibliographical references (p. [295]-311) and index.
• Holding library: 国立国会図書館
• Call No.: M121-B34
• Data Provider (Database): 国立国会図書館 : 国立国会図書館蔵書; https://ndlsearch.ndl.go.jp
• Bibliographic ID (NDL): 000008243613; http://id.ndl.go.jp/bib/000008243613
• LC Control Number: 2006920797; https://lccn.loc.gov/2006920797
• RLIN No.: DCLC2006920797-B
• Cataloging Rule: Anglo-American Cataloging Rules
• Bibliographic Record Category (NDL): 211

• Contents: Inductive genetic programmingTree-like PNN representationsFitness functions and fitness landscapes...