Optimization of Inter-Cluster Economic and Financial, Information and Logistics Interaction in Conditions of Stochastic Uncertainty

DOI

10.2991/aebmr.k.210222.100How to use a DOI?

Keywords

stochastic optimization, digital twin, inter-cluster interaction

Abstract

Simulation technologies based on the principles of stochastic optimization can bring a significant financial effect in planning the investment development of both individual innovation and industrial clusters and federal districts of the country. In such conditions, it becomes important to study the mechanisms of inter-cluster interaction within a single district. Among the priority directions of this cooperation, we include economic and financial, information and logistics. Creating and debugging a digital twin of such interaction would allow us to solve important strategic tasks of the state, without initially resorting to risky management decisions. The model of stochastic optimization of economic, financial, information and logistics inter-cluster interaction within a single federal district assumes as the main most significant characteristic of the success of such interaction the natural increase in the population of the region in which a particular cluster is located. This model involves the implementation of such stages as selecting and correcting the necessary parameters of the digital twin, building and debugging the statistical model of the twin, debugging the stochastic optimization algorithm of the twin. At the last stage, the appropriate settings for the template search method are used. The result of the presented model is that an increase in investment in fixed assets does not always lead to population growth in the regions of the federal district. This should be taken into account when reallocating investment and human resources within a single federal district.

Copyright

© 2021, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - S.N. Jashin
AU  - E.V. Koshelev
PY  - 2021
DA  - 2021/02/24
TI  - Optimization of Inter-Cluster Economic and Financial, Information and Logistics Interaction in Conditions of Stochastic Uncertainty
BT  - Proceedings of International Scientific and Practical Conference “Russia 2020 - a new reality: economy and society” (ISPCR 2020)
PB  - Atlantis Press
SP  - 502
EP  - 507
SN  - 2352-5428
UR  - https://doi.org/10.2991/aebmr.k.210222.100
DO  - 10.2991/aebmr.k.210222.100
ID  - Jashin2021
ER  -