2 papers
cs.NE2026
Evolving Interdependent Operators with Large Language Models for Multi-Objective Combinatorial Optimization
Junhao Qiu, Xin Chen, Liang Ge +3
Neighborhood search operators are critical to the performance of Multi-Objective Evolutionary Algorithms (MOEAs) and rely heavily on expert design. Although recent LLM-based Automa…
cs.NE2026
Online Operator Design in Evolutionary Optimization for Flexible Job Shop Scheduling via Large Language Models
Rongjie Liao, Junhao Qiu, Xin Chen +1
Customized static operator design has enabled widespread application of Evolutionary Algorithms (EAs), but their search effectiveness often deteriorates as evolutionary progresses.…