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C. FERREIRA, 2002 (Terms of Use) ISBN: 9729589054

Gene Expression Programming: Mathematical Modeling by an Artificial Intelligence

Solving problems with GEP neural networks

In this section:

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 for its historical importance in the neural network field and for its simplicity, allowing an easy interpretation of the evolved neural net. The second, the 6-bits multiplexer, is a rather complex problem and can be useful in evaluating the efficiency of this new algorithm.

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