Digital modelling of the system of knowledge exchange and building within a network of industrial enterprises
Brief description
The chapter aims to the study of the opportunities of using simulation modeling to describe the system of the knowledge exchange and building within a network of industrial enterprises. Such systems are responsible for the innovative development of companies, ensuring the development of more functional and resource-intensive products. Thus, innovative activity leads to sustainable production and consumption by ensuring high consumer value of goods. Within the framework of this work, the features of building industrial enterprise networks are considered from the point of view of possible strategies for combining companies. Based on the information received, the selection of simulation modeling tools is given. The result of the work is a conceptual hybrid model of the system of knowledge exchange and building within a network of industrial enterprises. The hybrid model being developed combines such paradigms of simulation modeling as system dynamics and agent modeling. Agent modeling tools are used to describe the dynamics of networks of industrial companies formed from independent agents–companies. System dynamics is used to describe the dynamics of knowledge flows and their economic equivalent. The results of the simulation of the agent model determine the coefficients that affect the processes of knowledge building. In turn, the choice of strategies by agents depends on the dynamics of accumulated knowledge and their financial equivalent. This work is an analytical basis for the development of a hybrid simulation model of the system of knowledge exchange and building within a network of industrial enterprises.
Ключевые слова
Digital transformation, Knowledge management, Operations research, Simulation modelling, Decision support systems
Сitation link
Van L.T.H. Digital modelling of the system of knowledge exchange and building within a network of industrial enterprises // Digital Transformation: What is the Company of Today? Book series: Lecture Notes in Networks and Systems. 2023. V. 805, pp. 35–44