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Large language models discover complementary heuristics for combinatorial optimization

Nature Machine Intelligence, Published online: 01 October 2026; doi:10.1038/s42256-026-01307-8 Huatian Gong and colleagues developed LACE, a large language model-based framework that designs optimization algorithms. It builds a verified problem contract, then evolves a portfolio of complementary he…

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  1. 2026-10-01 00:00 · Nature Machine Intelligence
    Large language models discover complementary heuristics for combinatorial optimization

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