2 papers
cs.NE2026
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design
Yuhan Wang, Chaoda Peng, Xingyu Wu +2
Large language models (LLMs) have made automated heuristic design (AHD) increasingly practical by generating executable heuristic code from task descriptions and evaluator feedback…
cs.NE2024
Learning to Transfer for Evolutionary Multitasking
Sheng-Hao Wu, Yuxiao Huang, Xingyu Wu +3
Evolutionary multitasking (EMT) is an emerging approach for solving multitask optimization problems (MTOPs) and has garnered considerable research interest. The implicit EMT is a s…