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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
Markov Chain Analysis of Evolution Strategies on a Linear Constraint Optimization Problem
Alexandre Chotard, Anne Auger, Nikolaus Hansen
This paper analyses a -Evolution Strategy, a randomised comparison-based adaptive search algorithm, on a simple constraint optimisation problem. The algorithm uses resamplin…