Training a neural network using differential evolution (genetic algorithm)
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I am assuming that you are trying to reproduce a research paper? If that is the case then it would be helpful to have a link or the paper itself. Rapidminer has evolutionary (genetic) parameter and feature selection if that is what you are looking for. Nothing beats experimenting.