An LLM-based evolutionary framework, LLaMEA-BO, automatically writes complete Bayesian optimization algorithms that outperform several state-of-the-art baselines on BBOB and Bayesmark.
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LLaMEA-BO: A Large Language Model Evolutionary Algorithm for Automatically Generating Bayesian Optimization Algorithms
An LLM-based evolutionary framework, LLaMEA-BO, automatically writes complete Bayesian optimization algorithms that outperform several state-of-the-art baselines on BBOB and Bayesmark.