Segal, Eyal
A Melting Pot of Evolution and Learning
Sipper, Moshe, Elyasaf, Achiya, Halperin, Tomer, Haramaty, Zvika, Lapid, Raz, Segal, Eyal, Tzruia, Itai, Tamam, Snir Vitrack
We survey eight recent works by our group, involving the successful blending of evolutionary algorithms with machine learning and deep learning: 1. Binary and Multinomial Classification through Evolutionary Symbolic Regression, 2. Classy Ensemble: A Novel Ensemble Algorithm for Classification, 3. EC-KitY: Evolutionary Computation Tool Kit in Python, 4. Evolution of Activation Functions for Deep Learning-Based Image Classification, 5. Adaptive Combination of a Genetic Algorithm and Novelty Search for Deep Neuroevolution, 6.