2 papers
cs.NE2025
Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization
Lindong Xie, Genghui Li, Zhenkun Wang +2
Surrogate-assisted evolutionary algorithms (SAEAs) are a key tool for addressing costly optimization tasks, with their efficiency being heavily dependent on the selection of surrog…
cs.NE2025
Enhanced Ideal Objective Vector Estimation for Evolutionary Multi-Objective Optimization
Ruihao Zheng, Zhenkun Wang, Yin Wu +1
The ideal objective vector, which comprises the optimal values of the objective functions in an -objective optimization problem, is an important concept in evolutionary mult…