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RecordNumber
6202
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Author
Nikolaev, Nikolay Y
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Title
Adaptive learning of polynomial networks genetic programming, backpropagation and Bayesian methods
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SubTitle
genetic programming, backpropagation and Bayesian methods
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Author Statement
Nikolay Y. Nikolaev, Hitoshi Iba.
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Publication
Springer
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Publication Year
2006
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Collation
xiv, 316 p. ill. 25 cm
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Series
Genetic and evolutionary computation
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Notes
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
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Subject
Evolutionary computation. , Neural networks (Computer science) , Bayesian statistical decision theory.
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ADDED ENTRIES
Iba, Hitoshi
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Link To Document :
