5 citations · 19 across the 7 of their papers we have counts for
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3 papers · 1 filter
cs.NE2017★ 5 cited
Preselection via Classification: A Case Study on Evolutionary Multiobjective Optimization
Jinyuan Zhang, Aimin Zhou, Ke Tang +1
In evolutionary algorithms, a preselection operator aims to select the promising offspring solutions from a candidate offspring set. It is usually based on the estimated or real ob…
cs.NE2017★ 1 cited
An Adaptive Framework to Tune the Coordinate Systems in Evolutionary Algorithms
Zhi-Zhong Liu, Yong Wang, Shengxiang Yang +1
In the evolutionary computation research community, the performance of most evolutionary algorithms (EAs) depends strongly on their implemented coordinate system. However, the comm…
cs.LG2017★ 1 cited
Concept Drift Adaptation by Exploiting Historical Knowledge
Yu Sun, Ke Tang, Zexuan Zhu +1
Incremental learning with concept drift has often been tackled by ensemble methods, where models built in the past can be re-trained to attain new models for the current data. Two…