Generalized power aggregation operators and their applications in group decision making

In this paper, we investigate a generalized power average (GPA) operator and its weighted form, which are on the basis of the power average (PA) operator and the generalized mean, and develop a generalized power ordered weighted average (GPOWA) operator based on the power ordered weighted average (POWA) operator. Then, we extend these operators to uncertain environments and present an uncertain generalized power average (UGPA) operator and its weighted form, and an uncertain generalized power ordered weighted average (UGPOWA) operator to aggregate the input arguments taking the form of interval of numerical values. We also extend the GPA operator and the GPOWA operator to intuitionistic fuzzy environment, and obtain the generalized intuitionistic fuzzy power averaging (GIFPA) operator and the generalized intuitionistic fuzzy power ordered weighted averaging (GIFPOWA) operator. Moreover, some properties of these operators are studied. We also present new approaches on the basis of the proposed operators in an example of strategic decision making.

[1]  Francisco Herrera,et al.  Multiperson decision-making based on multiplicative preference relations , 2001, Eur. J. Oper. Res..

[2]  José M. Merigó,et al.  Induced and uncertain heavy OWA operators , 2011, Comput. Ind. Eng..

[3]  Zeshui Xu,et al.  Uncertain Power Average Operators for Aggregating Interval Fuzzy Preference Relations , 2012 .

[4]  Ronald R. Yager,et al.  Constrained OWA aggregation , 1996, Fuzzy Sets Syst..

[5]  Zeshui Xu,et al.  Power-Geometric Operators and Their Use in Group Decision Making , 2010, IEEE Transactions on Fuzzy Systems.

[6]  Huayou Chen,et al.  Continuous generalized OWA operator and its application to decision making , 2011, Fuzzy Sets Syst..

[7]  R. Yager Families of OWA operators , 1993 .

[8]  Zeshui Xu,et al.  Dependent OWA Operators , 2006, MDAI.

[9]  Zeshui Xu,et al.  A method based on preference degrees for handling hybrid multiple attribute decision making problems , 2011, Expert Syst. Appl..

[10]  XU Ze-shui,et al.  New method for uncertain multi-attribute decision making problems , 2002 .

[11]  Z. S. Xu,et al.  The ordered weighted geometric averaging operators , 2002, Int. J. Intell. Syst..

[12]  Krassimir T. Atanassov,et al.  Intuitionistic fuzzy sets , 1986 .

[13]  Wei Yang,et al.  The quasi-arithmetic intuitionistic fuzzy OWA operators , 2012, Knowl. Based Syst..

[14]  José M. Merigó,et al.  Decision-making with distance measures and induced aggregation operators , 2011, Comput. Ind. Eng..

[15]  Peide Liu,et al.  The multiple-attribute decision making method based on the TFLHOWA operator , 2010, Comput. Math. Appl..

[16]  Zeshui Xu,et al.  Dependent uncertain ordered weighted aggregation operators , 2008, Inf. Fusion.

[17]  Deng-Feng Li,et al.  The GOWA operator based approach to multiattribute decision making using intuitionistic fuzzy sets , 2011, Math. Comput. Model..

[18]  Zeshui Xu,et al.  Intuitionistic Fuzzy Aggregation Operators , 2007, IEEE Transactions on Fuzzy Systems.

[19]  Z. S. Xu,et al.  The uncertain OWA operator , 2002, Int. J. Intell. Syst..

[20]  Ronald R. Yager,et al.  The power average operator , 2001, IEEE Trans. Syst. Man Cybern. Part A.

[21]  Ronald R. Yager,et al.  Generalized OWA Aggregation Operators , 2004, Fuzzy Optim. Decis. Mak..

[22]  Tapan Kumar Pal,et al.  Fuzzy Preference Ordering of Interval Numbers in Decision Problems , 2009, Studies in Fuzziness and Soft Computing.

[23]  Zeshui Xu,et al.  On Method for Uncertain Multiple Attribute Decision Making Problems with Uncertain Multiplicative Preference Information on Alternatives , 2005, Fuzzy Optim. Decis. Mak..

[24]  Zeshui Xu,et al.  Approaches to multiple attribute group decision making based on intuitionistic fuzzy power aggregation operators , 2011, Knowl. Based Syst..

[25]  R. Mesiar,et al.  Aggregation operators: new trends and applications , 2002 .

[26]  Zeshui Xu,et al.  Induced generalized intuitionistic fuzzy operators , 2011, Knowl. Based Syst..

[27]  J. Kacprzyk,et al.  The Ordered Weighted Averaging Operators: Theory and Applications , 1997 .

[28]  Huayou Chen,et al.  Generalized ordered weighted logarithm aggregation operators and their applications to group decision making , 2010 .

[29]  José M. Merigó,et al.  Fuzzy induced generalized aggregation operators and its application in multi-person decision making , 2011, Expert Syst. Appl..

[30]  Ronald R. Yager,et al.  On ordered weighted averaging aggregation operators in multicriteria decisionmaking , 1988, IEEE Trans. Syst. Man Cybern..

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

[32]  Z. S. Xu,et al.  Models for Multiple Attribute Decision Making with Intuitionistic Fuzzy Information , 2007, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[33]  Francisco Herrera,et al.  The ordered weighted Geometric operator: properties and application in MCDM problems , 2000 .

[34]  Zeshui Xu,et al.  Multiple-Attribute Group Decision Making With Different Formats of Preference Information on Attributes , 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[35]  J. Merigó,et al.  The Induced Generalized OWA Operator , 2009, EUSFLAT Conf..

[36]  W. Pedrycz,et al.  Generalized means as model of compensative connectives , 1984 .