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The Distance Induced OWA Operator with Application to Multi-criteria Group Decision Making
- Source :
- International Journal of Fuzzy Systems. 22:1624-1634
- Publication Year :
- 2020
- Publisher :
- Springer Science and Business Media LLC, 2020.
-
Abstract
- Some aggregation operators with distance measures have been proposed, but distance measure values play the role of argument variables. In this paper, the induced ordered weighted averaging (IOWA) operator with the Hamming distance is proposed, termed as the distance induced ordered weighted averaging (DIOWA) operator. The most distinctive characteristic of the DIOWA operator is that the distance measure values play the role of order-inducing variables. Some properties and special cases of the DIOWA operator are analyzed. This new operator is further extended to the uncertain situations represented by interval numbers. A new multi-criteria group decision-making (MCGDM) method with the proposed operators in this paper is also studied. Finally, a numerical example about how to select the best candidate is given to show how to use the DIOWA operator with interval numbers in group decision making.
- Subjects :
- Group (mathematics)
Computational intelligence
Hamming distance
02 engineering and technology
Interval (mathematics)
Measure (mathematics)
Distance measures
Theoretical Computer Science
Group decision-making
Operator (computer programming)
Computational Theory and Mathematics
Artificial Intelligence
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Algorithm
Software
Mathematics
Subjects
Details
- ISSN :
- 21993211 and 15622479
- Volume :
- 22
- Database :
- OpenAIRE
- Journal :
- International Journal of Fuzzy Systems
- Accession number :
- edsair.doi...........27008673410d68555567929652439d3b