LLM-assisted algorithm search landscapes are multimodal, rugged, sparsely connected, and task/LLM-dependent, and existing code-similarity metrics correlate only weakly with performance.
Multi-objective evolution of heuristic using large language model,
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Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search
LLM-assisted algorithm search landscapes are multimodal, rugged, sparsely connected, and task/LLM-dependent, and existing code-similarity metrics correlate only weakly with performance.