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ConceptProgram Evolution / 进化算法

program evolution

A search paradigm that uses evolutionary algorithms to automatically generate and optimize programs. It is often combined with LLMs for the discovery of mathematical constructions.

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Nov 2

The study proposes a "researcher-in-the-loop" discovery pipeline that combines program evolution, precise evaluation, mathematical generalization, non-existence certification checks, and formal proof checking.

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