Abstract: Some problems can be solved by building a competitive industrial innovation ecosystem, improving the innovation ability of the advantageous industrial system, and strengthening the resilience of the regional economy. We established the competitive industry system of Yunnan province by calculating the location quotient, and analyzed the correlation between the competitive industry system and the driving force of industrial innovation by calculating the grey relational grade. It is found that competitive industries are mainly resourceintensive and laborintensive, the main innovation driving factor is the external driving force related to the industrial development environment. Moreover, the comprehensive development level of competitive industries is low and the comprehensive development level of driving force of industrial innovation is unbalanced.

Key words: industry resilience, nonlinear innovation activity network, driving force of industrial innovation, location quotient, grey relational grade

摘要： 产业韧性弱、抗风险能力低，可通过构建优势产业创新生态系统提升产业创新能力，以增强产业核心竞争力来化解。以云南省为例，通过区位熵确立优势产业体系，再通过灰色关联度探究产业创新驱动力，结果表明：云南省的优势产业多为资源与劳动密集型产业，主要的创新驱动力是与产业发展环境相关的间接驱动力，并且存在优势产业综合发展水平较低、产业创新驱动力综合发展水平失衡的问题。发展优势产业和优化产业创新驱动力构建优势产业创新生态系统，是实现地区经济可持续发展的关键。

关键词: 产业韧性, 非线性创新活动网络, 产业创新驱动力, 区位熵, 灰色关联度