2 papers
cs.AI2026
NeurGO: Learning to Generate Elite Candidates for Meta-Black-Box Expensive Optimization
Jintao He, Huixiang Zhen, Wenyin Gong
Expensive black-box optimization is ubiquitous in science and engineering, where function evaluations are costly and the evaluation budget is limited. Traditional evolutionary algo…
cs.NE2025
Composite Indicator-Guided Infilling Sampling for Expensive Multi-Objective Optimization
Huixiang Zhen, Xiaotong Li, Wenyin Gong +1
In expensive multi-objective optimization, where the evaluation budget is strictly limited, selecting promising candidate solutions for expensive fitness evaluations is critical fo…