Screen LibraryAdaptive learning of polynomial networks：genetic programming, backpropagation and Bayesian methods
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| Main Authors: | |
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| Corporate Authors: | |
| Group Author: | |
| Published: |
Springer,
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| Publisher Address: | New York |
| Publication Dates: | c2006. |
| Literature type: | Book |
| Language: | English |
| Series: |
Genetic and evolutionary computation series |
| Subjects: | |
| Online Access: |
http://dx.doi.org/10.1007/0-387-31240-4 |
| Carrier Form: | xiv, 316 p.: ill. ; 25 cm. |
| ISBN: |
0387312404 (electronic bk.) 9780387312408 (electronic bk.) |
| Index Number: | TP183 |
| CLC: | TP183 |
| Contents: |
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. |