scholarly journals Architecture of the agent-based model for the region’s industrial complex digital transformation

2020 ◽  
Vol 21 (3) ◽  
pp. 158-174
Author(s):  
G. B. Korovin

The study of the transformation of the industrial complex and industrial products markets, due to its complexity, involves the use of tools that can adequately simulate elaborate systems of interconnections. The paper aims at developing an agent-based model of digital transformation of the regional industrial complex. The research methodology relies on regional economics, game and contract theories, the network approach, as well as the concepts of new industrialisation and the fourth industrial revolution. The author uses simulation modelling to study the individual behaviour of agents. As one of its outcomes, the article provides a methodological rationale for modelling industrial development processes by simulating the behaviour of interacting agents. The structural elements of the proposed model include an interaction environment, four classes of agents with individual parameters, strategies and rules of behaviour, a complex of external stimulating factors and a set of indicators of a phased digital transformation of an industrial complex. The model development algorithm consists of three parts: setting the initial state; determining the specific number of model runs corresponding to the time horizon of calculations; making final calculations and visually presenting simulation outcomes. The author proposes one of the possible methods to formalise behaviour rules of heterogeneous agents that includes the choice of the digitalisation strategy and operational decision-making. The results of the study can offer support for the practical implementation of the simulation model within a specific computer environment and lay the foundations for the control system of a region’s industry digitalisation.

2021 ◽  
pp. 71-79
Author(s):  
Yu. S. Polozhentseva ◽  
M. G. Klevtsova

In the modern conditions of economic development, the development of the industrial complex is being transformed with emphasis on digital technologies and high-tech production. The article considers new principles of the implementation of the state’s economic policy taking into account the challenges of the fourth industrial revolution, as well as the results of the analysis of the main indicators of industrial development, both in the world and in Russia in particular, including the assessment of the current state of innovation and technological activity of the industrial sector of the Russian economy. At the same time the authors pay special attention to the analysis of modern trends in the development of industry in countries with both a high level of high-tech production and a low level. The paper analyses the prospects of Russian industry development to justify the need for technological breakthrough strategies and technological modernization of industrial enterprises. 


2021 ◽  
Vol 11 (2) ◽  
pp. 4
Author(s):  
Nguyen Thi Huong Giang ◽  
Pham Thi Thanh Hai ◽  
Nguyen Thi Thanh Tu ◽  
Phan Xuan Tan

Assessing the impact of digital transformation in the fundamental areas of higher education at a specific university, i.e., Hanoi University of Science and Technology (HUST) will show us the readiness for the digital university. Therefore, in this paper, we deeply analyze the characteristics of the typical model of the digital university (University 4.0) to identify the criteria to be surveyed for the assessment of the availability of HUST in digital transformation process. The analysis of survey results, thereby, discloses the effects achieved by practical implementation of digital transformation solutions at HUST. The results of this study allow us to introduce a readiness framework for digital transformation as a reference for the other higher education institutions. In addition, we can partly confirm that the trend of digital transformation is indispensable for universities in Vietnam, contributing to the improvement of higher education quality and international integration in the context of industrial revolution 4.0.


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