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cs.NE2014
Maximum Likelihood-based Online Adaptation of Hyper-parameters in CMA-ES
Ilya Loshchilov, Marc Schoenauer, Michèle Sebag +1
The Covariance Matrix Adaptation Evolution Strategy (CMA-ES) is widely accepted as a robust derivative-free continuous optimization algorithm for non-linear and non-convex optimiza…
cs.NE2014★ 9 cited
A Computationally Efficient Limited Memory CMA-ES for Large Scale Optimization
Ilya Loshchilov
We propose a computationally efficient limited memory Covariance Matrix Adaptation Evolution Strategy for large scale optimization, which we call the LM-CMA-ES. The LM-CMA-ES is a…