In this section:
The problems chosen to illustrate the evolution of linearly encoded neural networks are two wellknown problems of logic synthesis. The first, the exclusiveor 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 6bits multiplexer, is a rather complex problem and can be useful in evaluating the efficiency of this new algorithm.
