Modeling and Simulation of Knowledge Innovation Diffusion in Weighted Scale-free Industry-University-Research Cooperative Innovation Network

Abstract

With the weighted scale-free cooperative innovation network of industry-university-research established by the weighted evolutionary BBV model as the research object, based on the interaction between knowledge innovation diffusion and network structure, a corresponding model of knowledge innovation diffusion is constructed. By using complex network theory and simulation analysis methods, the evolution law of knowledge innovation diffusion in the industry-university-research cooperative innovation network is analyzed. The results show that the overall knowledge level of the industry-university-research cooperative innovation network shows a rapid growth trend, and the growth rate of knowledge shows a changing trend of slowing first and then increasing abruptly; the greater the degree of the innovator, the higher its knowledge level; the more stable the cooperative relationships between innovator, and the stronger its knowledge diffusion ability; the knowledge diffusion mode and network structure are the reasons for the emergence of sudden changes in the network; the knowledge diffusion constraints and network structure are the keys to knowledge innovation and diffusion; with the passage of time, the knowledge level differentiation among innovators gradually increases, and the role of hub institutions in knowledge innovation diffusion becomes increasingly prominent.

Research on Complex Network Models and Characteristics of Building Material Enterprises Based on Competitive Relationships

“…A complex network abstracts entities in complex systems as nodes and relationships between entities as connectivity. Since 2000, complex network research has been rapidly applied to practical areas such as computer networks [3][4][5], biological networks [6][7][8], technological networks [9][10][11], brain networks [12][13][14], climate networks [15][16][17] and social networks [18][19][20]. Competitive relationships are pervasive in the real world, such as species competition in ecosystems, corporate competition in economic markets and individual competition in social networks.…”