2 papers
cs.NE2026
Meta-Black-Box Optimization with Ensemble Surrogate Modeling for Robustness-Accuracy Trade-off within SAEA
Xiao Jin, Yongxiong Wang, Haobo Liu +2
Surrogate-assisted evolutionary algorithms (SAEAs) have been widely used for expensive black-box optimization problems. However, their reliance on rigid and manually designed compo…
cs.NE2025
Accelerating Evolution: Integrating PSO Principles into Real-Coded Genetic Algorithm Crossover
Xiaobo Jin, JiaShu Tu
This study introduces an innovative crossover operator named Particle Swarm Optimization-inspired Crossover (PSOX), which is specifically developed for real-coded genetic algorithm…