Hercules improves LLM-based heuristic generation by abstracting core components of elite heuristics into prompts, and Hercules-P reduces search cost by having the LLM predict heuristic fitness values instead of evaluating all candidates.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.NE 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models
Hercules improves LLM-based heuristic generation by abstracting core components of elite heuristics into prompts, and Hercules-P reduces search cost by having the LLM predict heuristic fitness values instead of evaluating all candidates.