2 citations · 2 across the 1 of their papers we have counts for
3 papers
math.OC2019★ 2 cited
A Fast Differential Grouping Algorithm for Large Scale Black-Box Optimization
Zhigang Ren, An Chen, Yaochu Jin +3
Decomposition plays a significant role in cooperative co-evolution which shows great potential in large scale black-box optimization. However, current popular decomposition algorit…
cs.NE2018
Boosting Cooperative Coevolution for Large Scale Optimization with a Fine-Grained Computation Resource Allocation Strategy
Zhigang Ren, Yongsheng Liang, Aimin Zhang +3
Cooperative coevolution (CC) has shown great potential in solving large scale optimization problems (LSOPs). However, traditional CC algorithms often waste part of computation reso…
cs.NE2018
Enhancing Gaussian Estimation of Distribution Algorithm by Exploiting Evolution Direction with Archive
Yongsheng Liang, Zhigang Ren, Xianghua Yao +2
As a typical model-based evolutionary algorithm (EA), estimation of distribution algorithm (EDA) possesses unique characteristics and has been widely applied to global optimization…