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MULTIMOORA-FG: A Multi-Objective Decision Making Method for Linguistic Reasoning with an Application to Personnel Selection
Volume 23, Issue 2 (2012), pp. 173–190
Alvydas Baležentis   Tomas Baležentis   Willem K.M. Brauers  

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https://doi.org/10.15388/Informatica.2012.355
Pub. online: 1 January 2012      Type: Research Article     

Received
1 May 2011
Accepted
1 September 2011
Published
1 January 2012

Abstract

This paper aims to extend fuzzy MULTIMOORA with linguistic reasoning and group decision-making (MULTIMOORA-FG). The new method consists of the three parts, namely the fuzzy Ratio System, the fuzzy Utopian Reference Point, and the fuzzy Full Multiplicative Form offering a robust comparison of alternatives against multiple objectives. In addition, MULTIMOORA-FG is designed to deal with triangular fuzzy numbers which, in turn, can resemble linguistic variables. MULTIMOORA-FG is a proper instrument for linguistic reasoning under fuzzy environment. In our study an application of personnel selection illustrates the group decision-making procedure according to MULTIMOORA-FG. Given the uncertainties peculiar of personnel selection, the application of multi-objective decision making (MODM) is required in this area. Fuzzy MULTIMOORA enables to aggregate subjective assessments of the decision-makers and thus offer an opportunity to perform a more robust personnel selection. The committee decided to consider eight qualitative characteristics expressed in linguistic variables. A numerical example exhibited possibilities for improvement of human resources management or any other business decision-making by applying MULTIMOORA-FG.

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Keywords
personnel selection personnel management employment decisions human resources management multi-objective optimization MULTIMOORA MULTIMOORA-FG fuzzy number linguistic reasoning

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INFORMATICA

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