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Choquet integrals of weighted triangular fuzzy linguistic information and their applications to multiple attribute decision making

Authors :
Rui Lin
Guiwu Wei
Hongjun Wang
Xiaofei Zhao
Source :
Journal of Business Economics and Management, Vol 15, Iss 5 (2014)
Publication Year :
2014
Publisher :
Vilnius Gediminas Technical University, 2014.

Abstract

We investigate the multiple attribute decision making problems in which attribute values take the form of triangular fuzzy linguistic information. Firstly, the definition and some operational laws of triangular fuzzy linguistic are introduced. Then, we have developed three fuzzy linguistic Choquet integral aggregation operators: fuzzy linguistic choquet ordered averaging operator, fuzzy linguistic choquet ordered geometric operator and fuzzy linguistic choquet ordered harmonic mean operator. The prominent characteristic of the operators is that they cannot only consider the importance of the elements or their ordered positions, but also reflect the correlation among the elements or their ordered positions. We have studied some desirable properties of these operators, such as commutativity, idempotency and monotonicity, and applied these operators to multiple attribute decision making with triangular fuzzy linguistic information. Finally an illustrative example has been given to show the developed method.

Details

Language :
English
ISSN :
16111699 and 20294433
Volume :
15
Issue :
5
Database :
Directory of Open Access Journals
Journal :
Journal of Business Economics and Management
Publication Type :
Academic Journal
Accession number :
edsdoj.8aab3eafed9147c682d0bc5a4bf9f98c
Document Type :
article
Full Text :
https://doi.org/10.3846/16111699.2013.773940