An evolutionary loop of foundation-model agents could automate the full optimization pipeline, but the paper's evidence only covers two isolated components.
MIPLIB 2017: Data-driven compilation of the 6th mixed-integer programming library
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Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows
An evolutionary loop of foundation-model agents could automate the full optimization pipeline, but the paper's evidence only covers two isolated components.