Method of the task of multidimensional functions of terms of linguistic variables

Authors

  • Oleksii Mykolaiovych Shushura Donetsk National Technical University
  • Iryna Oleksandrivna Tarasova Donetsk National Technical University

Keywords:

uzzy control, multidimensional membership function, fuzzy clustering, term of the linguistic variable, automation of the process

Abstract

The article is devoted to method of constructing multidimensional membership functions of terms of linguistic variables on the basis of fuzzy clustering has been done. A numerical study of the method in the problem of automation of the process of diagnosis and medicines introduction for the treatment of pregnant women with preeclampsia of different severity has been given. Application of the developed method improves the efficiency of fuzzy control of badly formalized objects with the complicated structure of intercommunications of entrance and output variables, reducing the influence of the subjectivity of the expert by automation of the construction process of the membership functions of linguistic variables terms with the usage of cluster analysis.

Author Biographies

Oleksii Mykolaiovych Shushura, Donetsk National Technical University

c.t.s., Assistant Professor, Associate Professor of the Department of Systems Analysis and Modeling

Iryna Oleksandrivna Tarasova, Donetsk National Technical University

postgraduate student of the Department of system analysis and modeling

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How to Cite

[1]
O. M. Shushura and I. O. Tarasova, “Method of the task of multidimensional functions of terms of linguistic variables”, ІТКІ, vol. 26, no. 1, Nov. 2013.

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Section

Information technology and coding theory

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