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Updated: Jan 13, 2026

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EvolCAF:使用大型语言模型进行自动成本意识获取功能设计

Yiming Yao1,2,3, Fei Liu4,3, Ji Cheng5,3

  • 1City University of Hong Kong (Dongguan), Dongguan 523000, China.

Evolutionary computation
|January 8, 2026
PubMed
概括

本研究介绍了EvolCAF,一个使用大语言模型 (LLM) 和进化计算 (EC) 的框架,用于自动设计贝叶斯优化 (BO) 的成本意识的获取函数 (AF). EvolCAF有效地创建有效的AF,优于人类设计的方法.

关键词:
具有成本意识的贝叶斯优化收购功能 收购功能进化计算是一种进化计算.大型语言模型.

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