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

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

Label
Adaptive learning of polynomial networks : genetic programming, backpropagation and Bayesian methods
Title
Adaptive learning of polynomial networks
Title remainder
genetic programming, backpropagation and Bayesian methods
Statement of responsibility
Nikolay Y. Nikolaev, Hitoshi Iba
Creator
Contributor
Subject
Language
eng
Cataloging source
OHX
Illustrations
illustrations
Index
index present
LC call number
QA76.618
LC item number
.N55 2006
Literary form
non fiction
Nature of contents
bibliography
Series statement
Genetic and evolutionary computation series
Label
Adaptive learning of polynomial networks : genetic programming, backpropagation and Bayesian methods, Nikolay Y. Nikolaev, Hitoshi Iba
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. [295]-311) and index
Carrier category
volume
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
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
Dimensions
25 cm.
Extent
xiv, 316 p.
Isbn
9780387312392
Isbn Type
(hd.bd.)
Media category
unmediated
Media MARC source
rdamedia
Other control number
9780387312392
Other physical details
ill.
System control number
  • (NNU)NYUb13352331
  • (OCoLC)ocm70132603
  • (OCoLC)ocn373583534
Label
Adaptive learning of polynomial networks : genetic programming, backpropagation and Bayesian methods, Nikolay Y. Nikolaev, Hitoshi Iba
Publication
Bibliography note
Includes bibliographical references (p. [295]-311) and index
Carrier category
volume
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
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
Dimensions
25 cm.
Extent
xiv, 316 p.
Isbn
9780387312392
Isbn Type
(hd.bd.)
Media category
unmediated
Media MARC source
rdamedia
Other control number
9780387312392
Other physical details
ill.
System control number
  • (NNU)NYUb13352331
  • (OCoLC)ocm70132603
  • (OCoLC)ocn373583534

Library Locations

    • Harold B. Lee Library Brigham Young University, Provo, UT, 84602, US
      40.249156 -111.649242
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