Deep Learning-Based Operators for Evolutionary Algorithms

Eliad Shem-Tov, Moshe Sipper, Achiya Elyasaf

We present two novel domain-independent genetic operators that harness the capabilities of deep learning: a crossover operator for genetic algorithms and a mutation operator for ge…