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Book Chapter

Classical Optimization Techniques

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0011
EISBN: 9780262282215
PDF
Book Chapter

Genetic Algorithms and Neural Networks

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0012
EISBN: 9780262282215
PDF
Book Chapter

Constructive Methods

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0013
EISBN: 9780262282215
PDF
Book Chapter

Pruning Algorithms

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0014
EISBN: 9780262282215
PDF
Book Chapter

Factors Influencing Generalization

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0015
EISBN: 9780262282215
PDF
Book Chapter

Generalization Prediction and Assessment

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0016
EISBN: 9780262282215
PDF
Book Chapter

Heuristics for Improving Generalization

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0017
EISBN: 9780262282215
PDF
Book Chapter

Effects of Training with Noisy Inputs

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0018
EISBN: 9780262282215
PDF
Book Chapter

Linear Regression

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0019
EISBN: 9780262282215
PDF
Book Chapter

Principal Components Analysis

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0020
EISBN: 9780262282215
PDF
Book Chapter

Jitter Calculations

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0021
EISBN: 9780262282215
PDF
Book Chapter

Sigmoid-like Nonlinear Functions

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0022
EISBN: 9780262282215
PDF
Book Chapter

References

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0023
EISBN: 9780262282215
PDF
Book Chapter

Index

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0024
EISBN: 9780262282215
PDF
Book Chapter

Preface

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0001
EISBN: 9780262282215
PDF
Book Chapter

Introduction

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0002
EISBN: 9780262282215
PDF
Book Chapter

Supervised Learning

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0003
EISBN: 9780262282215
PDF
Book Chapter

Single-Layer Networks

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0004
EISBN: 9780262282215
PDF
Book Chapter

MLP Representational Capabilities

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0005
EISBN: 9780262282215
PDF
Book Chapter

Back-Propagation

By Russell Reed, Robert J Marks
Publisher: The MIT Press
Published: 17 February 1999
DOI: 10.7551/mitpress/4937.003.0006
EISBN: 9780262282215
PDF