Abstract
Work is devoted to application of neural network technologies for management development of systems. In article the analysis of efficiency of introduction of neural network technologies is carried out to business processes of three Russian companies and the positive effect locates when using neural networks in several parameters.The case analysis is added with the analysis of economic feasibility of introduction of neural networks by means of an assessment of studied indicators, an assessment of satisfaction of clients, control of the personnel, an assessment of efficiency of each employee. Recommendations about application of neural networks in the organization are made.In article it is shown that in spite of the fact that many actions necessary for introduction of system, are costly and long-term, they will positively affect company activity.
Highlights
One of the promising areas of maintaining and improving the competitiveness of organizations is the use of neural network technologies, since they contribute to meeting the needs of customers at minimal cost
The rapid development of information technologies in recent decades, their implementation in all spheres of life has led to the fact that today it is impossible to imagine even a small business that would not be equipped with IT infrastructure
The most promising direction here is the use of artificial neural networks
Summary
One of the promising areas of maintaining and improving the competitiveness of organizations is the use of neural network technologies, since they contribute to meeting the needs of customers at minimal cost.The rapid development of information technologies in recent decades, their implementation in all spheres of life has led to the fact that today it is impossible to imagine even a small business that would not be equipped with IT infrastructure. One of the promising areas of maintaining and improving the competitiveness of organizations is the use of neural network technologies, since they contribute to meeting the needs of customers at minimal cost. The most promising direction here is the use of artificial neural networks. The relevance of the research topic is determined by the need to improve the use of neural network technologies in the management of an organization by adapting them to the conditions of a changing competitive environment, as well as the growth and qualitative complexity of consumer requests. The purpose of this article is to analyze the implementation of neural network technologies in the business processes of the organization and evaluate their effectiveness
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