id: 30659
Title: Assessment of the level of competitiveness of agricultural enterprises on the basis of neural network modeling
Authors: Chikov I.
Keywords: competitiveness, agricultural enterprises, latent characteristics, model, integrated assessment, taxonomy method, neural network
Date of publication: 2022-02-08 21:17:07
Last changes: 2022-02-08 21:17:07
Year of publication: 2021
Summary: The article investigates the topical issue of quantitative assessment of the competitiveness of agricultural enterprises. In the framework of this work, it was determined that the specifics of agricultural enterprises do not allow the use of existing approaches to assessing the competitiveness that can be used for enterprises of other activities. Accordingly, the aim of the research was to develop an approach to quantifying the competitiveness of agricultural enterprises that would take into account the specifics of the enterprise, and which could be adapted to assess the effectiveness of other economic systems.
Based on the developed economic literature of Ukrainian and foreign scholars, an analysis of approaches to the interpretation of the concept of «competitiveness» as an economic category. Due to the lack of a single interpretation of the economic characteristics of the enterprise as an «indicator of competitiveness», it was determined that the it should be considered as a latent characteristic, i.e., one that manifests itself on the «surface» of a set of lower factors. At the same time, an analysis of modern approaches to quantifying the competitiveness of enterprises was carried out. The paper analyzes the approaches to quantifying the competitiveness of agricultural enterprises.The author’s neural network model of integrated assessment of competitiveness of agricultural enterprises was developed, which is based on the synthesis of principles of neural network modeling, methods of determining integrated indicators, work with latent indicators, taxonomy. The calculations presented in this paper were performed in the environment of the author’s computer program «ASCO». The model of estimation of competitiveness of the agricultural enterprises is carried out. The analysis of the enterprise on the basis of simultaneous processing of primary factors and group factors with the subsequent analysis of quality of controllability of system is carried out. This approach allows for a comprehensive analysis of the enterprise in all areas of its activities.
URI: http://socrates.vsau.edu.ua/repository/getfile.php/30659.pdf
Publication type: Статті у наукових фахових виданнях України (Copernicus та інші)
Publication: Економіка, фінанси, менеджмент: актуальні питання науки і практики. 2021. № 4 (58). С. 83-99.
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