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In A. Abraham, B. de Baets, M. Köppen, and B. Nickolay, eds., Applied Soft Computing Technologies: The Challenge of Complexity, pages 517-536, Springer-Verlag, 2006.

Designing Neural Networks Using Gene Expression Programming

Table of Contents

1. Introduction

2. Genes with multiple domains for designing NNs

3. Special genetic operators
3.1. Domain-specific transposition
3.2. Intragenic two-point recombination
3.3. Direct mutation of weights and thresholds

4. Solving problems with NNs designed by GEP
4.1. Neural network for the exclusive-or problem
4.2. Neural network for the 6-multiplexer

5. Conclusions


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