International Journal of Advances in Intelligent Informatics
Vol 8, No 1 (2022): March 2022

An approach for linguistic multi-attribute decision making based on linguistic many-valued logic

Anh Phuong Le (Department of Computer Science, Hue University of Education, Hue University)
Hoai Nhan Tran (Department of Computer Science, Hue University of Education, Hue University)
Thi Uyen Thi Nguyen (Department of Computer Science, Hue University of Education, Hue University)
Dinh Khang Tran (SoICT, Hanoi University of Science and Technology)



Article Info

Publish Date
31 Mar 2022

Abstract

There are various types of multi-attribute decision-making (MADM) problems in our daily lives and decision-making problems under uncertain environments with vague and imprecise information involved. Therefore, linguistic multi-attribute decision-making problems are an important type studied extensively. Besides, it is easier for decision-makers to use linguistic terms to evaluate/choose among alternatives in real life. Based on the theoretical foundation of the Hedge algebra and linguistic many-valued logic, this study aims to address multi-attribute decision-making problems by linguistic valued qualitative aggregation and reasoning method. In this paper, we construct a finite monotonous Hedge algebra for modeling the linguistic information related to MADM problems and use linguistic many-valued logic for deducing the outcome of decision making. Our method computes directly on linguistic terms without numerical approximation. This method takes advantage of linguistic information processing and shows the benefit of Hedge algebra.

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Journal Info

Abbrev

IJAIN

Publisher

Subject

Computer Science & IT

Description

International journal of advances in intelligent informatics (IJAIN) e-ISSN: 2442-6571 is a peer reviewed open-access journal published three times a year in English-language, provides scientists and engineers throughout the world for the exchange and dissemination of theoretical and ...