Application of Cluster Analysis for Business Processes in the Implementation of Integrated Economic and Management Systems
- 10.2991/aebmr.k.200730.059How to use a DOI?
- logistic management methods, cluster analysis, cluster, transport problem, enterprise logistics, linear programming, optimization problem, economic problems
The use of logistic management methods at all levels of management arouses interest in world experience in providing economic recovery, solving crisis problems, and globalizing economic problems. Particular attention in logistics is paid to the principles of rational organization of the production process, i.e. organization of rhythmic, coordinated work of all parts of production in accordance with a single schedule and uniform release, ensuring maximum continuity of production processes, maximum reliability of planned calculations and the minimum complexity of planned works. To ensure the effective functioning of logistics companies, it is necessary to use modern management methods, improve coordination of processes in the logistics chains. It is also important to develop and implement advanced information technologies that support all key management processes of a logistics company and ensure its integration with partners in the process of goods distribution. The article considers the urgent task of developing a mathematical model of route planning that allows setting information about the movement of cargo with the definition of the shortest path. To improve the methods for solving the transport problem, we propose to use the cluster analysis method, which allows calculating the optimal route for the vehicle. Earlier, when finding a reference plan for production, one of the values was entered in the data table: tariff for the transportation of goods, transportation distance, cost, etc., which did not allow the calculation of the optimal route for delivering goods to a given point. The use of cluster analysis allows solving the problem of route planning in order to collect information about the movement of goods in online mode, make flight schedules, and easily create reports and documents for enterprise logistics.
- © 2020, 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/).
Cite this article
TY - CONF AU - L.A. Korobova AU - T.V. Gladkikh AU - E.A. Savvina AU - E.N. Kovaleva AU - O.O. Lukina AU - I.S. Tolstova PY - 2020 DA - 2020/08/01 TI - Application of Cluster Analysis for Business Processes in the Implementation of Integrated Economic and Management Systems BT - Proceedings of the Russian Conference on Digital Economy and Knowledge Management (RuDEcK 2020) PB - Atlantis Press SP - 316 EP - 323 SN - 2352-5428 UR - https://doi.org/10.2991/aebmr.k.200730.059 DO - 10.2991/aebmr.k.200730.059 ID - Korobova2020 ER -