1.8k citations · 3.2k across the 23 of their papers we have counts for
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cs.NE2019
Diagonal Acceleration for Covariance Matrix Adaptation Evolution Strategies
Youhei Akimoto, Nikolaus Hansen
We introduce an acceleration for covariance matrix adaptation evolution strategies (CMA-ES) by means of adaptive diagonal decoding (dd-CMA). This diagonal acceleration endows the d…
math.OC2019★ 17 cited
Uncrowded Hypervolume Improvement: COMO-CMA-ES and the Sofomore framework
Cheikh Touré, Nikolaus Hansen, Anne Auger +1
We present a framework to build a multiobjective algorithm from single-objective ones. This framework addresses the -dimensional problem of finding p solutions in an n-…
math.OC2019★ 11 cited
COCO: The Large Scale Black-Box Optimization Benchmarking (bbob-largescale) Test Suite
Ouassim Elhara, Konstantinos Varelas, Duc Nguyen +4
The bbob-largescale test suite, containing 24 single-objective functions in continuous domain, extends the well-known single-objective noiseless bbob test suite, which has been use…