Abstract
This article is devoted to the problem of sales planning in modern trade management systems. The modern interpretation of the problem of planning the seasonal goods’ sales considered in this article is based on the methods of classification by Kohonen’s self-organizing map. The demonstrated results of applying the model confirm its procedural solvability and efficiency.
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References
Devyatov, D.H., Kaplan, D.S., Ivanov, K.A.: Information system of the head of metallurgical enterprise. Inf. Technol. 9 (2008)
Gorban, A.N., Dunin-Barkovsky, V.L., Kirdin, A.N., et al.: Neuroinformatics. Nauka, Novosibirsk (1998)
Grinyak, V.M., Semenov, S.M.: Sales planning model in modern corporate information systems. Nat. Tech. Sci. 1 (2009)
Shtovba, S.D.: Introduction to the Theory of Fuzzy Sets and Fuzzy Logic. http://matlab.exponenta.ru/fuzzylogic/book1/index.php
Turban, E., McLean, E., Wetherbe, J.: Information Technology for Management: Transforming Business in the Digital Economy. Wiley (2002)
Yudin, P.V., Grinyak, V.M.: Neuro-fuzzy model of reliability evaluation of the sales planning. In: 2020 International Multi-conference on Industrial Engineering and Modern Technologies (FarEastCon), pp. 1–4 (2020). https://doi.org/10.1109/FarEastCon50210.2020.9271075
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Grinyak, V.M., Yudin, P.V. (2022). Kohonen Self-organizing Map in Seasonal Sales Planning. In: Solovev, D.B., Kyriakopoulos, G.L., Venelin, T. (eds) SMART Automatics and Energy. Smart Innovation, Systems and Technologies, vol 272. Springer, Singapore. https://doi.org/10.1007/978-981-16-8759-4_26
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DOI: https://doi.org/10.1007/978-981-16-8759-4_26
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