KL-based Control of the Learning Schedule for Surrogate Black-Box Optimization

Ilya Loshchilov, Marc Schoenauer, Michèle Sebag

This paper investigates the control of an ML component within the Covariance Matrix Adaptation Evolution Strategy (CMA-ES) devoted to black-box optimization. The known CMA-ES weakn…