scholarly journals ECONOMIC BENEFIT EVALUATION OF INDUSTRIAL ENTERPRISES BASED ON BP NEURAL NETWORK OPTIMIZATION ALGORITHM

2018 ◽  
Vol 48 (3) ◽  
pp. 223-227
Author(s):  
F. Y. AI ◽  
M. Z. WANG

The economic evaluation methods of existing industrial enterprises have many limitations. In this paper, an economic benefit evaluation method of industrial enterprises based on BP neural network optimization algorithm is proposed. This method takes the economic indicators of enterprises as input of artificial neural network, and uses the optimized BP neural network model to evaluate and analyze enterprises. The running time is greatly shortened, and the evaluation results are objective and accurate. An example is given to illustrate the implementation of the method. The example shows the feasibility of the method. In the fast-changing market situation, the sustainable development of enterprises has attracted the attention of all sectors of society and has become the focus of research. The sustainable development of the enterprise is the objective requirement of the sustainable development of the economy, the guarantee for the long-term economic benefit of the enterprise, and the fundamental method and way to realize the long-term development of the enterprise. Therefore, for enterprises, sustainable development is the primary task of enterprises. The research on sustainable development of enterprises has become a hot topic in the practice and theory field of enterprise management. However, there has been no effective and systematic theory on the index system, quantification and evaluation methods of the evaluation of the sustainable development of enterprises

The purpose of the article is to consider the theoretical foundations, applied aspects, concepts and goals of sustainable development, as well as the study of factors and threats to the sustainable development of Pridnestrovie. Main material. The authors conducted a brief analysis of the main stages of introducing the conceptual apparatus used to assess the degree of world stability as a whole, regions and countries. Various approaches to defining the essence of sustainable development are considered. The author gives an extended interpretation of the "sustainable development" concept, which assumes that it is determined not only by environmental and economic aspects, but also has political, military, informational and other components. Groups and particular examples of indicators that characterize the degree of sustainable development are given. A list of factors that directly or indirectly affect the sustainability of countries and regions has been compiled and analyzed. Hierarchical levels of research on sustainable development issues are highlighted. Emphasis is placed on the study of the features of ensuring sustainable development of regions. Didactic aspects of studying the problems and mechanisms of ensuring sustainable development in educational institutions of different hierarchical levels are also considered. The applied aspects reflected in the article include assessment and analysis of a number of indicators reflecting development sustainability of the Transnistrian region of post-Soviet Moldova. Retrospective, modern and long-term threats to the sustainable development of the Transnistrian region are identified. Conclusions and further research. Some tools (measures) to ensure long-term sustainable development in the context of globalization and high turbulence of the international environment are proposed. Tools aimed at increasing the sustainability of the territorial units’ development of Pridnestrovie, the following are proposed: - diversification and growth of industrialization of economic systems; - preferential support for the development of high-tech material and energy-saving industries; - differentiation minimization of financial and property stratification of the population; - implementation of environmental standards and environmental management (ISO 14000) in industrial enterprises.


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