49 citations · 131 across the 37 of their papers we have counts for
Showing 2017 · cs.NEShow all
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cs.NE2017★ 1 cited
Global Convergence of the (1+1) Evolution Strategy
Tobias Glasmachers
We establish global convergence of the (1+1) evolution strategy, i.e., convergence to a critical point independent of the initial state. More precisely, we show the existence of a…
cs.NE2017★ 9 cited
Limited-Memory Matrix Adaptation for Large Scale Black-box Optimization
Ilya Loshchilov, Tobias Glasmachers, Hans-Georg Beyer
The Covariance Matrix Adaptation Evolution Strategy (CMA-ES) is a popular method to deal with nonconvex and/or stochastic optimization problems when the gradient information is not…