The Influence of Structure Heterogeneity on Resilience in Regional Innovation Networks

被引:1
|
作者
Li, Chenguang [1 ]
Luo, Jie [1 ]
Wang, Xinyu [1 ]
Jiang, Guihuang [1 ]
机构
[1] North China Univ Technol, Sch Econ & Management, Beijing, Peoples R China
关键词
Innovation Networks; Percolation; Resilience; Structure Heterogeneity; ALLIANCE NETWORK; MODERATING ROLE; COLLABORATION; ROBUSTNESS; DIFFUSION; IMPACT;
D O I
10.4018/IJITSA.342130
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The presence of structure heterogeneity in regional innovation networks reflects the complexity and diversity of knowledge diffusion and collaborative R& D relationships. This article introduces a network model based on the multiple systems generating functions mathematical algorithm to analyze the resilience of interacting networks under different link patterns. The percolation threshold is illustrated at two different levels: the subcritical and supercritical states. The algorithm is then tested on both simulated networks and real -world networks. The results of the simulation study highlight the crucial role of linking between sub-networks and emphasize the effectiveness of a moderate degree protection strategy.
引用
收藏
页数:14
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