Fuzzy multiple attributes group decision-making based on the ranking values and the arithmetic operations of interval type-2 fuzzy sets

In this paper, we present a new method to handle fuzzy multiple attributes group decision-making problems based on the ranking values and the arithmetic operations of interval type-2 fuzzy sets. First, we present the arithmetic operations between interval type-2 fuzzy sets. Then, we present a fuzzy ranking method to calculate the ranking values of interval type-2 fuzzy sets. We also make a comparison of the ranking values of the proposed method with the existing methods. Based on the proposed fuzzy ranking method and the proposed arithmetic operations between interval type-2 fuzzy sets, we present a new method to handle fuzzy multiple attributes group decision-making problems. The proposed method provides us with a useful way to handle fuzzy multiple attributes group decision-making problems in a more flexible and more intelligent manner due to the fact that it uses interval type-2 fuzzy sets rather than traditional type-1 fuzzy sets to represent the evaluating values and the weights of attributes.

[1]  Teimuraz Tsabadze,et al.  A method for fuzzy aggregation based on group expert evaluations , 2006, Fuzzy Sets Syst..

[2]  T. Bogdanik [Use of fuzzy set theory in diagnostics]. , 1995, Polskie Archiwum Medycyny Wewnetrznej.

[3]  Ching-Lai Hwang,et al.  Fuzzy Multiple Attribute Decision Making - Methods and Applications , 1992, Lecture Notes in Economics and Mathematical Systems.

[4]  Chen-Tung Chen,et al.  Extensions of the TOPSIS for group decision-making under fuzzy environment , 2000, Fuzzy Sets Syst..

[5]  Huibert Kwakernaak,et al.  Rating and ranking of multiple-aspect alternatives using fuzzy sets , 1976, Autom..

[6]  Shyi-Ming Chen,et al.  Fuzzy group decision making for evaluating the rate of aggregative risk in software development , 2001, Fuzzy Sets Syst..

[7]  Shyi-Ming Chen,et al.  A new method for fuzzy multiple attributes group decision-making based on the arithmetic operations of interval type-2 fuzzy sets , 2008, 2008 International Conference on Machine Learning and Cybernetics.

[8]  Guangtao Fu,et al.  A fuzzy optimization method for multicriteria decision making: An application to reservoir flood control operation , 2008, Expert Syst. Appl..

[9]  Min-Jen Tsai,et al.  A computing coordination based fuzzy group decision-making (CC-FGDM) for web service oriented architecture , 2008, Expert Syst. Appl..

[10]  Chi-Jen Lin,et al.  A causal analytical method for group decision-making under fuzzy environment , 2008, Expert Syst. Appl..

[11]  Shyi-Mig Chen,et al.  A new approach to handling fuzzy decision-making problems , 1988, [1988] Proceedings. The Eighteenth International Symposium on Multiple-Valued Logic.

[12]  G. Bortolan,et al.  A review of some methods for ranking fuzzy subsets , 1985 .

[13]  E. Lee,et al.  Comparison of fuzzy numbers based on the probability measure of fuzzy events , 1988 .

[14]  Yong-Huang Lin,et al.  Dynamic multi-attribute decision making model with grey number evaluations , 2008, Expert Syst. Appl..

[15]  Tien-Chin Wang,et al.  Application of TOPSIS in evaluating initial training aircraft under a fuzzy environment , 2007, Expert Syst. Appl..

[16]  Ching-Hsue Cheng,et al.  Conceptual procedure for ranking fuzzy numbers based on adaptive two-dimensions dominance , 2006, Soft Comput..

[17]  S. M. Baas,et al.  Rating and ranking of multiple-aspect alternatives using fuzzy sets , 1976, at - Automatisierungstechnik.

[18]  Zhongsheng Hua,et al.  A DS-AHP approach for multi-attribute decision making problem with incomplete information , 2008, Expert Syst. Appl..

[19]  Jerry M. Mendel,et al.  Interval Type-2 Fuzzy Logic Systems Made Simple , 2006, IEEE Transactions on Fuzzy Systems.

[20]  Zeshui Xu,et al.  The continuous ordered weighted geometric operator and its application to decision making , 2006, Fuzzy Sets Syst..

[21]  Shyi-Ming Chen,et al.  A NEW METHOD FOR HANDLING MULTICRITERIA FUZZY DECISION-MAKING PROBLEMS USING FN-IOWA OPERATORS , 2003, Cybern. Syst..

[22]  Ching-Lai Hwang,et al.  Multiple Attribute Decision Making: Methods and Applications - A State-of-the-Art Survey , 1981, Lecture Notes in Economics and Mathematical Systems.