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C. FERREIRA |
9th Online World Conference on Soft Computing in Industrial Applications,
2004
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Designing Neural Networks Using Gene Expression Programming
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Solving problems with neural networks designed by gene expression programming |
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The problems chosen to illustrate the evolution of linearly encoded neural networks are two well-known problems of logic synthesis. The first, the exclusive-or problem, was chosen both for its historical importance in the neural network field and for its simplicity, allowing an easy understanding of the evolved neural net. The second, the 6-bit multiplexer, is a rather complex problem and can be useful for evaluating the efficiency of this new algorithm.
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