Zhou-Liang Xie

Multi-Task Evolution for Zero-Shot Cross-Problem Generalization using LLMs

Designing effective heuristics for diverse combinatorial optimization problems requires substantial expertise and repeated search. Large language models (LLMs) automate heuristic generation and refinement, but heuristic search typically depends on evaluation feedback from the problem being optimized. Generalizing to ne...