In order to improve the effect of traditional cultural innovation, this paper proposes a cultural algorithm with dual knowledge, and improves the effect of the algorithm to obtain a cultural algorithm with dual knowledge. Each individual corresponds to its unique dual knowledge, so that the individual’s evolution can move towards the current optimal solution. This paper constructs a traditional cultural innovation system architecture based on artificial intelligence, analyzes its functional modules, and constructs the system structure from the perspectives of cultural classification and cultural innovation. After constructing the system, this paper designs experiments to verify the system performance. The research results show that the system constructed in this paper performs well in traditional cultural analysis and traditional cultural innovation, and can provide references for related research.

中文翻译：

---

基于人工智能的传统文化创新体系框架研究

为了提高传统文化创新的效果，本文提出了一种具有双重知识的文化算法，并通过改进算法的效果获得了具有双重知识的文化算法。每个个体对应其独特的对偶知识，使得个体的进化可以向当前最优解移动。本文构建了基于人工智能的传统文化创新系统架构，分析了其功能模块，从文化分类和文化创新的角度构建了系统架构。在构建系统后，本文设计了实验来验证系统性能。