[KongchangAI]
Unverified50% confidenceFactExact time

Existing LLM-based automatic heuristic design (AHD) frameworks either freeze the generator or fine-tune the model using only a scalar fitness signal, ignoring the key information of which problem instances each heuristic covers.

1
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50%
Confidence
Long-term
Relevance
10/14/2026
First Seen

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