Braden N. Tisdale

Automatically Designing Novel Evolutionary Architectures

A novel representation and associated variation operator for evolving such graphs inspired by techniques used for neuro-evolution can significantly improve performance and result in more complex structures, and evidence is shown suggesting that, for some problems, traditional cycles are not even locally optimal.