Fuzzy Group Full Consistency Method for Weight Determination-Reference-Cited by-同舟云学术

Fuzzy Group Full Consistency Method for Weight Determination

Published:2020-06-01 Issue:2 Volume:20 Page:50-58
ISSN:1314-4081
Container-title:Cybernetics and Information Technologies
language:en
Short-container-title:

Author:

Ilieva Galina¹

Affiliation:

1. University of Plovdiv Paisii Hilendarski , Plovdiv, Bulgaria Institute of Information and Communication Technologies, Bulgarian Academy of Sciences , 1113 Sofia , Bulgaria

Abstract

Abstract In this paper, the FUll COnsistency Method (FUCOM) is extended to work in a collective manner, to solve a fuzzy optimization problem and to obtain the fuzzy weights of criteria. The employment of a predefined order of criteria decreases the number of fuzzy comparisons needed in the evaluation phase. The defuzzified values of the optimal weight coefficients are calculated by Graded Mean Integration Representation formula. This feature also reduces time complexity without affecting the quality of the solution. Two practical examples are presented to verify the reliability and feasibility of the proposed fuzzy group FUCOM. The obtained results demonstrate that the new fuzzy group weight determination method can obtain appropriate criteria importance.

Publisher

Walter de Gruyter GmbH

Subject

General Computer Science

Link

https://www.sciendo.com/pdf/10.2478/cait-2020-0015

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