Alternative Restart Strategies for CMA-ES

Ilya Loshchilov, Marc Schoenauer, Michèle Sebag

This paper focuses on the restart strategy of CMA-ES on multi-modal functions. A first alternative strategy proceeds by decreasing the initial step-size of the mutation while doubl…