Journal
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
Volume 32, Issue 1, Pages 11-22Publisher
IOS PRESS
DOI: 10.3233/JIFS-141219
Keywords
Intuitionistic fuzzy set; decision making; OWA; induced aggregation operators; distance measures
Categories
Funding
- National Natural Science Foundation of China [71571128]
- MOE Project of Humanities and Social Sciences [14YJC910006]
- Zhejiang Province Natural Science Foundation [LQ14G010002]
- Zhejiang Province Soft Science Fund [2015C35007]
- Ningbo Natural Science Foundation [2015A610161]
- Statistical Scientific Key Research Project of Zhejiang
- Ningbo University
- Key Research Center of Philosophy and Social Science of Zhejiang Province Modem Port Service Industry
- Creative Culture Research Center
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In this paper, we develop a new method for intuitionistic fuzzy decision making problems with induced aggregation operators and distance measures. Firstly, we introduce the intuitionistic fuzzy induced ordered weighted averaging distance (IFIOWAD) operator. It is an extension of the ordered weighted averaging (OWA) operator that uses the main characteristics of the induced OWA (IOWA), the distance measures and uncertain information represented by intuitionistic fuzzy numbers. The main advantage of this operator is that it is able to consider complex attitudinal characters of the decision-maker by using order-inducing variables in the aggregation of the distance measures. We further generalize the IFIOWAD by using weighted average. The result is the intuitionistic fuzzy induced ordered weighted averaging weighted average distance (IFIOWAWAD) operator. Finally, a practical example about the selection of investments is provided to illustrate the developed intuitionistic fuzzy aggregation operators.
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