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