Preprint
Jul 2026
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design
An uncertainty-aware acquisition rule that combines predicted utility, utility uncertainty, and transition uncertainty to select the next LLM generation action is proposed.
Yu-Hang Wang, Chaoda Peng, Xingyu Wu et al.
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