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Author

Er-Chao Li

2 papers indexed here

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Conference Aug 2026

An Expensive Many-Objective Optimization Algorithm Based on Hierarchical Uncertainty Weighted Ensemble and Adaptive Filling Strategy

To address the challenges of surrogate model inaccuracy, imbalanced sample distribution, and difficulties in balancing exploration and exploitation posed by expensive evaluation costs and high-dimensional objective spaces in expensive many-objective optimization problems, this paper proposes a hierarchical integrated d...

Li-Sen Wei, Fei Huang, Ke-Wei Zhang et al. · 0 citations
Conference Aug 2026

LLM-Enhanced Adaptive MOEA/D for Solving Multiobjective Problems with Complex Pareto Fronts

Adaptively adjusting the components or parameters of decomposition-based multiobjective evolutionary algorithms (MOEA/Ds) is crucial for enhancing its performance in handling multiobjective optimization problems with complex Pareto fronts. However, component design strategies and parameter tuning mechanisms based on do...

Zhi-Hua Li, Xian-Peng Wang, Zhi-Ming Dong et al. · 0 citations

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