Modern mathematical methods for the formation of an optimal set of fulfilled requirements with restriction on resource in big-data analysis

The article is considered a solution for the mathematical problem for the formation of the optimal set of fulfilled requirements with taking into account the different restriction. The use of the mathematical programming method for solving this problem is demonstrated and the methods for formalizing...

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Bibliographic Details
Published in:Journal of physics. Conference series 2020-12, Vol.1686 (1), p.12062
Main Authors: Fisenko, D. G., Mozgovoy, V.S.
Format: Article
Language:English
Subjects:
Data analysis
Mathematical analysis
Mathematical problems
Mathematical programming
Physics
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Summary:The article is considered a solution for the mathematical problem for the formation of the optimal set of fulfilled requirements with taking into account the different restriction. The use of the mathematical programming method for solving this problem is demonstrated and the methods for formalizing the conditions of the problem related with certain properties of the requirements under consideration are proposed. The method for analyzing the risks for the generated sets is proposed. The class of problems presented in the article relates to the field of big-data metrology.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1686/1/012062