AINeutralarXiv – CS AI · 10h ago6/10
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Budget-Efficient Automatic Algorithm Design via Code Graph
Researchers propose a budget-efficient automatic algorithm design framework using large language models that operates on code graphs rather than full algorithms. The approach uses LLMs to generate compact corrections—code modifications that add, replace, or remove blocks—which compose into new algorithms, reducing computational waste and improving fitness outcomes on combinatorial optimization problems.