IFPBMs and their application to multiple attribute group decision making

The Bonferroni mean (BM) had been generalized for its capacity to capture the interrelationship between input arguments. In order to obtain much more information in the process of group decision making, especially in the cases that the relationships between the fused data are considered, this paper combines the power average operator with the intuitionistic fuzzy Bonferroni mean (IFBM) and develops the intuitionistic fuzzy power Bonferroni mean (IFPBM) and the weighted intuitionistic fuzzy power Bonferroni mean (WIFPBM). We investigate the desirable properties of these new extensions of BM and discuss their special cases. We give a comparison of the new extensions of BM with the corresponding existing IFBMs. Furthermore, the detailed steps of multiple attribute group decision making with the presented IFPBM or WIFPBM are given and numerical examples are illustrated to show the validity and feasibility of the new approaches.

[1]  Ranjit Biswas,et al.  Some operations on intuitionistic fuzzy sets , 2000, Fuzzy Sets Syst..

[2]  Barbara Pekala,et al.  Properties of Atanassov's intuitionistic fuzzy relations and Atanassov's operators , 2012, Inf. Sci..

[3]  Ronald R. Yager,et al.  Generalized Bonferroni mean operators in multi-criteria aggregation , 2010, Fuzzy Sets Syst..

[4]  Janusz Kacprzyk,et al.  How to measure the amount of knowledge conveyed by Atanassov's intuitionistic fuzzy sets , 2014, Inf. Sci..

[5]  Zeshui Xu,et al.  Generalized aggregation operators for intuitionistic fuzzy sets , 2010 .

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

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

[8]  R. Mesiar,et al.  Aggregation Functions: Aggregation on ordinal scales , 2009 .

[9]  Carlo Bonferroni Sulle medie multiple di potenze , 1950 .

[10]  Zeshui Xu,et al.  Intuitionistic Fuzzy Bonferroni Means , 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

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

[12]  Huayou Chen,et al.  Intuitionistic fuzzy geometric interaction averaging operators and their application to multi-criteria decision making , 2014, Inf. Sci..

[13]  Zhiming Zhang,et al.  Generalized Atanassov's intuitionistic fuzzy power geometric operators and their application to multiple attribute group decision making , 2013, Inf. Fusion.

[14]  Wieslaw A. Dudek,et al.  Intuitionistic fuzzy hypergraphs with applications , 2013, Inf. Sci..

[15]  Gleb Beliakov,et al.  On extending generalized Bonferroni means to Atanassov orthopairs in decision making contexts , 2013, Fuzzy Sets Syst..

[16]  Huayou Chen,et al.  A generalization of the power aggregation operators for linguistic environment and its application in group decision making , 2012, Knowl. Based Syst..

[17]  J. Harsanyi Cardinal Welfare, Individualistic Ethics, and Interpersonal Comparisons of Utility , 1955 .

[18]  Zeshui Xu,et al.  Geometric Bonferroni means with their application in multi-criteria decision making , 2013, Knowl. Based Syst..

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

[20]  Ronald R. Yager,et al.  On generalized Bonferroni mean operators for multi-criteria aggregation , 2009, Int. J. Approx. Reason..

[21]  Ronald R. Yager,et al.  On ordered weighted averaging aggregation operators in multicriteria decision-making , 1988 .

[22]  Vladimír Janis,et al.  Cuts of intuitionistic fuzzy sets respecting fuzzy connectives , 2013, Inf. Sci..

[23]  Jing Wang,et al.  Simplified neutrosophic linguistic normalized weighted Bonferroni mean operator and its application to multi-criteria decision-making problems , 2015 .

[24]  Vilém Novák,et al.  Fuzzy Set , 2009, Encyclopedia of Database Systems.

[25]  Huayou Chen,et al.  Generalized power aggregation operators and their applications in group decision making , 2012, Comput. Ind. Eng..

[26]  Huayou Chen,et al.  Hesitant Fuzzy Power Bonferroni Means and Their Application to Multiple Attribute Decision Making , 2015, IEEE Transactions on Fuzzy Systems.

[27]  Humberto Bustince,et al.  On averaging operators for Atanassov's intuitionistic fuzzy sets , 2011, Inf. Sci..

[28]  Zeshui Xu,et al.  Hesitant fuzzy geometric Bonferroni means , 2012, Inf. Sci..

[29]  Muhammad Akram,et al.  Bipolar fuzzy graphs , 2011, Inf. Sci..

[30]  Zeshui Xu,et al.  Generalized intuitionistic fuzzy Bonferroni means , 2012, Int. J. Intell. Syst..

[31]  Zeshui Xu,et al.  Some geometric aggregation operators based on intuitionistic fuzzy sets , 2006, Int. J. Gen. Syst..

[32]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[33]  K. Atanassov New operations defined over the intuitionistic fuzzy sets , 1994 .

[34]  Huayou Chen,et al.  Intuitionistic Fuzzy Interaction Bonferroni Means and Its Application to Multiple Attribute Decision Making , 2015, IEEE Transactions on Cybernetics.

[35]  Zhiming Zhang,et al.  Hesitant fuzzy power aggregation operators and their application to multiple attribute group decision making , 2013, Inf. Sci..

[36]  Jing Wang,et al.  Multi-valued Neutrosophic Sets and Power Aggregation Operators with Their Applications in Multi-criteria Group Decision-making Problems , 2015, Int. J. Comput. Intell. Syst..

[37]  Zeshui Xu,et al.  Projection Models for Intuitionistic Fuzzy Multiple Attribute Decision Making , 2010, Int. J. Inf. Technol. Decis. Mak..

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

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

[40]  Zhen He,et al.  A robust desirability function method for multi-response surface optimization considering model uncertainty , 2012, Eur. J. Oper. Res..

[41]  Dug Hun Hong,et al.  Multicriteria fuzzy decision-making problems based on vague set theory , 2000, Fuzzy Sets Syst..

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

[43]  H.-Y. Zhang,et al.  Multicriteria Decision-Making Approach Based on Atanassov's Intuitionistic Fuzzy Sets With Incomplete Certain Information on Weights , 2013, IEEE Transactions on Fuzzy Systems.

[44]  Shyi-Ming Chen,et al.  Handling multicriteria fuzzy decision-making problems based on vague set theory , 1994 .

[45]  Z. Xu,et al.  On consistency of the weighted geometric mean complex judgement matrix in AHP , 2000, Eur. J. Oper. Res..

[46]  Mariano Eriz Aggregation Functions: A Guide for Practitioners , 2010 .

[47]  R. Mesiar,et al.  ”Aggregation Functions”, Cambridge University Press , 2008, 2008 6th International Symposium on Intelligent Systems and Informatics.

[48]  Peng Zhou,et al.  Multi-criteria decision-making method based on normal intuitionistic fuzzy-induced generalized aggregation operator , 2014, TOP.

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