Coupling weight elimination with genetic algorithms to reduce network size and preserve generalization

Publisher Website

30 November 1997

journal article
Published by Elsevier BV in Neurocomputing

Vol. 17 (3-4), 167-194
https://doi.org/10.1016/s0925-2312(97)00050-7

Abstract

No abstract available

Keywords

This publication has 15 references indexed in Scilit:

Feed-forward neural networks
IEEE Potentials, 1994
Progress in supervised neural networks
IEEE Signal Processing Magazine, 1993
Back-propagation algorithm which varies the number of hidden units
Neural Networks, 1991
The Upstart Algorithm: A Method for Constructing and Training Feedforward Neural Networks
Neural Computation, 1990
A simple procedure for pruning back-propagation trained neural networks
IEEE Transactions on Neural Networks, 1990
Generalizing Smoothness Constraints from Discrete Samples
Neural Computation, 1990
Backpropagation Applied to Handwritten Zip Code Recognition
Neural Computation, 1989
What Size Net Gives Valid Generalization?
Neural Computation, 1989
Dynamic Node Creation in Backpropagation Networks
Connection Science, 1989
OPTIMIZATION OF CONTROL PARAMETERS FOR GENETIC ALGORITHMS
IEEE Transactions on Systems, Man, and Cybernetics, 1985

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