Economy, finances, management: topical issues of science and practical activity

SCIENTIFIC JOURNALS OF VINNITSA NATIONAL AGRARIAN UNIVERSITY

Issue №: 4 (58)

Published: 2021.12.24

DOI: 10.37128/2411-4413-2021-4

Description:
The journal deals with the issues of efficiency of functioning of the national economics and organizational forms of management of the national economy. Attention is paid to the problems of marketing, management and efficiency of production and economic activity of agrarian enterprises. The issues of public administration and administration, accounting and taxation, banking and insurance, forecasting and modeling of economic processes, foreign economic activity, commodity flows of economic entities and their infrastructure support.

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ASSESSMENT OF THE LEVEL OF COMPETITIVENESS OF AGRICULTURAL ENTERPRISES ON THE BASIS OF NEURAL NETWORK MODELING

DOI: 10.37128/2411-4413-2021-4-6

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CHIKOV Illia – Postgraduate Student of the Fourth Year of Study of the Department of Computer Science and Economic Cybernetics, Vinnytsia National Agrarian University (21008, Vinnytsia, 3, Soniachna Str., e-mail: ilya_chikov@live.ru).

Annotation

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.

Keywords: competitiveness, agricultural enterprises, latent characteristics, model, integrated assessment, taxonomy method, neural network.

List of references

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About the journal

Topics of the journal:

С1 Economics and International Economic Relations (by specialization)

D1 Accounting and Taxation

D2 Finance, Banking, Insurance and Stock Market

D3 Management

D4 Public Management and Administration

D5 Marketing

D7 Trade

J3 Tourism and Recreation

Keywords: economics , international economic relations , accounting , taxation , finance , banking , insurance , stock market , management , public management and administration , marketing , trade , tourism and recreation

Key information:

ISSN (print): 2411-4413

DOI: 10.37128

All-Ukrainian scientific and production journal “Economics, finance, management: topical issues of science and practical activity” is a peer-reviewed open-access journal that publishes original research, theoretical articles and reviews on a wide range of economic and business issues. The articles, which have scientific and scientific-practical significance, highlight theoretical and methodological aspects of the development of agrarian sector of economy and related industries, the results of fundamental and applied research.

The purpose of the journal is to highlight the results of fundamental and applied research in the field of economic sciences, aimed at developing modern approaches to managing economic processes, financial support for enterprise activities and increasing the efficiency of economic systems. The publication is focused on creating a scientific environment for the exchange of research results between scientists, higher education students and practitioners in economic sphere, as well as on the dissemination of modern scientific and methodological approaches to solving current economic and management problems. The journal contributes to the development of the research in the field of enterprise economics, finance, accounting, auditing, management, marketing, entrepreneurship, trade, tourism and recreation, public management and administration, economic development and international economic relations, which meets the modern needs of the socio-economic development of the state.

The journal’s objectives are:

• publishing the results of fundamental and applied research in the fields of economics, international economic relations, finance, management, public administration, accounting, marketing, tourism and recreation, and entrepreneurship;

• promoting the development of modern methods of managing enterprises and organizations, increasing the efficiency of using financial and material resources;

• supporting the research aimed at improving the economic mechanisms of enterprise functioning, developing innovative activity, and increasing the competitiveness of economic structures;

• ensuring the scientific exchange of research results between higher education institutions, scientific institutions, and business entities;

• developing methods of economic analysis, forecasting, and modeling of socio-economic processes;

• disseminating of modern approaches to financial management, accounting, taxation, and control of economic activity;

• promoting the development of interdisciplinary research related to the economic support of the development of agrarian sector of economy and rural areas;

• integration of scientific research results into the international scientific space and increasing the level of scientific communication.

Publisher: Vinnytsia National Agrarian University

Link to the journal on the publisher’s website: ”Economics, finance, management: topical issues of science and practical activity”

Frequency of issue: 4 times a year.

Language of publication: Ukrainian, English.

Editor-in-Chief: Inna Honcharuk

State registration: Decision of the National Council of Ukraine on Television and Radio Broadcasting No. 1337 and No. 1178. Media identifier – R30-05171. Publisher registration number (EDRPOU) 00497236.

Publisher’s ROR: https://ror.org/05m3ysc06 Publisher’s DOI prefix: 10.37128 ISSN (print): 2411-4413

Publisher DOI prefix: 10.37128 ISSN (print): 2411-4413

The scientific journal is included in category "B" of the List of scientific professional publications of Ukraine, in which the results of dissertations for the degree of Doctor and Candidate of Sciences in the specialties C1 (051) - Economics, D1 (071) - Accounting and Taxation, D2 (072) – Finance, Banking, Insurance and Stock Market, D3 (073) – Management, D5 (075) – Marketing, D7 (076) – Entrepreneurship and Trade, (241) – Hotel and Restaurant Business, D4 (281) – Public Management and Administration (Order of the Ministry of Education and Science of Ukraine dated March 17, 2020 №409)

History of journal:

Founded in 1997 under the name ”Bulletin of Vinnytsia State Agricultural Institute”. In 2010-2014 it was published under the name “Collection of Scientific Papers of Vinnytsia National Agrarian University”. Since 2015 “Economics, finance, management: current issues of science and practical activity” (Certificate of State Registration of Mass Media No. 21154-10954 PR dated 12/31/2014).