The Model of Stochastic Optimization of Production under Uncertainty and Risk

Alex Ivanovich Borodin, Nataliya Nikolaevna Shash

Abstract


The article describes possibilities of application of models of stochastic optimization of output. The features of the application of various problems of stochastic optimization. The expediency of application of methods of network planning method, PERT, and in the process create the network model of production. It is shown that in conditions of uncertainty and risk when it is difficult to accurately determine the values of the parameters of the problem the use of stochastic models in the planning process of production allows to achieve higher profitability. The authors propose a stochastic model of optimal output and practical recommendations for its application in the activities of industrial enterprises is concluded that to improve the efficiency of planning processes of production it is advantageous to combine the proposed stochastic optimization model with the method of analysis and evaluation of programs.


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DOI: https://doi.org/10.5539/ass.v14n5p33

Copyright (c) 2018 Nataliya Shash, Alex Borodin

License URL: http://creativecommons.org/licenses/by/4.0

Asian Social Science   ISSN 1911-2017 (Print)   ISSN 1911-2025 (Online)    Email: ass@ccsenet.org 

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