Evolving Parsimonious Networks by Mixing Activation Functions

Alexander Hagg, Maximilian Mensing, Alexander Asteroth

Neuroevolution methods evolve the weights of a neural network, and in some cases the topology, but little work has been done to analyze the effect of evolving the activation functi…