most citedMMES: Mixture Model based Evolution Strategy for Large-Scale Optimization

33 citations · 33 across the 2 of their papers we have counts for

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cs.NE2022

Distributed Evolution Strategies for Black-box Stochastic Optimization

Xiaoyu He, Zibin Zheng, Chuan Chen +3

This work concerns the evolutionary approaches to distributed stochastic black-box optimization, in which each worker can individually solve an approximation of the problem with na…

cs.NE2022★ 33 cited

MMES: Mixture Model based Evolution Strategy for Large-Scale Optimization

Xiaoyu He, Zibin Zheng, Yuren Zhou

This work provides an efficient sampling method for the covariance matrix adaptation evolution strategy (CMA-ES) in large-scale settings. In contract to the Gaussian sampling in CM…