93 citations · 100 across the 4 of their papers we have counts for
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3 papers · 1 filter
cs.NE2019★ 1 cited
A Reference Vector based Many-Objective Evolutionary Algorithm with Feasibility-aware Adaptation
Mingde Zhao, Hongwei Ge, Kai Zhang +1
The infeasible parts of the objective space in difficult many-objective optimization problems cause trouble for evolutionary algorithms. This paper proposes a reference vector base…
cs.NE2018
Generalizable Meta-Heuristic based on Temporal Estimation of Rewards for Large Scale Blackbox Optimization
Mingde Zhao, Hongwei Ge, Yi Lian +1
The generalization abilities of heuristic optimizers may deteriorate with the increment of the search space dimensionality. To achieve generalized performance across Large Scale Bl…
cs.NE2018★ 93 cited
A Many-Objective Evolutionary Algorithm With Two Interacting Processes: Cascade Clustering and Reference Point Incremental Learning
Hongwei Ge, Mingde Zhao, Liang Sun +4
Researches have shown difficulties in obtaining proximity while maintaining diversity for many-objective optimization problems. Complexities of the true Pareto front pose challenge…