Group Decision Making With Consistency of Intuitionistic Fuzzy Preference Relations Under Uncertainty

Intuitionistic fuzzy preference relation U+0028 IFPR U+0029 is a suitable technique to express fuzzy preference information by decision makers U+0028 DMs U+0029. This paper aims to provide a group decision making method where DMs use the IFPRs to indicate their preferences with uncertain weights. To begin with, a model to derive weight vectors of alternatives from IFPRs based on multiplicative consistency is presented. Specifically, for any IFPR, by minimizing its absolute deviation from the corresponding consistent IFPR, the weight vectors are generated. Secondly, a method to determine relative weights of DMs depending on preference information is developed. After that we prioritize alternatives based on the obtained weights considering the risk preference of DMs. Finally, this approach is applied to the problem of technical risks assessment of armored equipment to illustrate the applicability and superiority of the proposed method.

[1]  Elliott N. Weiss,et al.  AHP DESIGN ISSUES FOR LARGE-SCALE SYSTEMS , 1987 .

[2]  Deng-Feng Li,et al.  Group Decision Making Methodology Based on the Atanassov's Intuitionistic Fuzzy Set Generalized OWA Operator , 2010, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[3]  Zeshui Xu,et al.  Intuitionistic and interval-valued intutionistic fuzzy preference relations and their measures of similarity for the evaluation of agreement within a group , 2009, Fuzzy Optim. Decis. Mak..

[4]  T. Saaty Axiomatic foundation of the analytic hierarchy process , 1986 .

[5]  Zeshui Xu,et al.  Intuitionistic Fuzzy Analytic Hierarchy Process , 2014, IEEE Transactions on Fuzzy Systems.

[6]  Jian-Bo Yang,et al.  On the combination and normalization of interval-valued belief structures , 2007, Information Sciences.

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

[8]  Hülya Behret,et al.  Group decision making with intuitionistic fuzzy preference relations , 2014, Knowl. Based Syst..

[9]  Zeshui Xu,et al.  Some Algorithms for Group Decision Making with Intuitionistic Fuzzy Preference Information , 2014, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[10]  Janusz Kacprzyk,et al.  A New Concept of a Similarity Measure for Intuitionistic Fuzzy Sets and Its Use in Group Decision Making , 2005, MDAI.

[11]  Zeshui Xu,et al.  A survey of approaches to decision making with intuitionistic fuzzy preference relations , 2015, Knowl. Based Syst..

[12]  Shu-Ping Wan,et al.  An intuitionistic fuzzy linear programming method for logistics outsourcing provider selection , 2015, Knowl. Based Syst..

[13]  Ying-Ming Wang,et al.  Fuzzy preference relations: Aggregation and weight determination , 2007, Comput. Ind. Eng..

[14]  Janusz Kacprzyk,et al.  A consensus‐reaching process under intuitionistic fuzzy preference relations , 2003, Int. J. Intell. Syst..

[15]  Huawen Liu,et al.  Multi-criteria decision-making methods based on intuitionistic fuzzy sets , 2007, Eur. J. Oper. Res..

[16]  Zeshui Xu,et al.  Priorities of Intuitionistic Fuzzy Preference Relation Based on Multiplicative Consistency , 2014, IEEE Transactions on Fuzzy Systems.

[17]  Enrique Herrera-Viedma,et al.  Preferences and Consistency Issues in Group Decision Making , 2008, Fuzzy Sets and Their Extensions: Representation, Aggregation and Models.

[18]  Yingjun Zhang,et al.  Multi-attribute Group Decision Making under Interval-valued Intuitionistic Fuzzy Environment , 2012 .

[19]  Zhou-Jing Wang Derivation of intuitionistic fuzzy weights based on intuitionistic fuzzy preference relations , 2013 .

[20]  S. Orlovsky Decision-making with a fuzzy preference relation , 1978 .

[21]  Zaiwu Gong,et al.  Goal programming approaches to obtain the priority vectors from the intuitionistic fuzzy preference relations , 2009, Comput. Ind. Eng..

[22]  Ying-Ming Wang,et al.  Priority estimation in the AHP through maximization of correlation coefficient , 2007 .