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Hengzhe Zhang

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Preprint Jul 2026

Benchmarking Zero-Shot LLM-Generated Parent Selection in Genetic Programming for Symbolic Regression

Analysis shows that many generated operators use semantics to guide selection, suggesting that LLMs can produce non-trivial search heuristics from the task description alone, and the relationship between public LLM leaderboard rankings and GP performance is examined.

Hengzhe Zhang, Qi Chen, Bing Xue et al. · 1 citation