BuildEvo evolves interpretable Python heuristics for building energy forecasting via LLM-driven search, reporting lower error on five BDG2 buildings than the baselines tested.
Connecting large language models with evolutionary algorithms yields powerful prompt optimizers
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BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution
BuildEvo evolves interpretable Python heuristics for building energy forecasting via LLM-driven search, reporting lower error on five BDG2 buildings than the baselines tested.