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C. FERREIRA 9th Online World Conference on Soft Computing in Industrial Applications, 2004

Designing Neural Networks Using Gene Expression Programming

Table of Contents

1. Introduction

2. Genes with multiple domains for designing neural networks

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 neural networks designed by gene expression programming
4.1. Neural network for the exclusive-or problem
4.2. Neural network for the 6-multiplexer

5. Conclusions


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