An induced generalised intuitionistic fuzzy Choquet Shapley operator for multi-attribute decision making

In this study, an induced generalised intuitionistic fuzzy Choquet Shapley (IG-IFCS) operator is developed by means of Choquet integral and generalised Shapley function. In technique, this operator does not only globally cover the significance of elements or their ordered positions, but also overall reflect the correlations among them or their ordered positions. Meantime, the associated desirable properties are studied to provide assurance in applications. As a series of developments, a model for the optimal fuzzy measure on attribute set based on technique for order performance by similarity to ideal solution (TOPSIS) method and the Shapley function is established. Consequently, a procedure for multi-attribute decision making under intuitionistic fuzzy environment is developed to provide a comprehensive and applicable framework. Finally, a numerical example is selected to illustrate the effectiveness of the proposed procedure.

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

[2]  Ronald R. Yager,et al.  OWA aggregation over a continuous interval argument with applications to decision making , 2004, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[3]  Jun Wu,et al.  Selection of optimum maintenance strategies based on a fuzzy analytic hierarchy process , 2007 .

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

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

[6]  Ju Wang,et al.  Reasoning within intuitionistic fuzzy rough description logics , 2009, Inf. Sci..

[7]  Zeshui Xu,et al.  Clustering algorithm for intuitionistic fuzzy sets , 2008, Inf. Sci..

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

[9]  Jean-Luc Marichal,et al.  The influence of variables on pseudo-Boolean functions with applications to game theory and multicriteria decision making , 2000, Discret. Appl. Math..

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

[11]  Zeshui Xu,et al.  Choquet integrals of weighted intuitionistic fuzzy information , 2010, Inf. Sci..

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

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

[14]  H. M. Nehi A New Ranking Method for Intuitionistic Fuzzy Numbers , 2010 .

[15]  Jun-Ing Ker,et al.  Fuzzy analytic hierarchy process based group decision support system to select and evaluate new manufacturing technologies , 2007 .

[16]  Zeshui Xu,et al.  On Geometric Aggregation over Interval-Valued Intuitionistic Fuzzy Information , 2007, Fourth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2007).

[17]  Xiaohong Chen,et al.  Induced intuitionistic fuzzy Choquet integral operator for multicriteria decision making , 2011, Int. J. Intell. Syst..

[18]  Hui Li,et al.  The induced continuous ordered weighted geometric operators and their application in group decision making , 2009, Comput. Ind. Eng..

[19]  Cengiz Kahraman,et al.  Fuzzy multiple criteria forestry decision making based on an integrated VIKOR and AHP approach , 2011, Expert Syst. Appl..

[20]  Liang Zhao Application of interval type-2 fuzzy neural networks to predict short-term traffic flow , 2012, Int. J. Comput. Appl. Technol..

[21]  Jian Wu,et al.  The extended COWG operators and their application to multiple attributive group decision making problems with interval numbers , 2011 .

[22]  Michel Grabisch,et al.  K-order Additive Discrete Fuzzy Measures and Their Representation , 1997, Fuzzy Sets Syst..

[23]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[24]  Qing-wei Cao,et al.  An ILOWG operator based group decision making method and its application to evaluate the supplier criteria , 2011, Math. Comput. Model..

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

[26]  Yi-Chung Hu,et al.  Constructing a Corporate Social Responsibility Fund Using Fuzzy Multiple Criteria Decision Making , 2011 .

[27]  Jian Jhen Chen,et al.  Approach to Group Decision Making Based on Interval-Valued Intuitionistic Judgment Matrices , 2007 .

[28]  Ming-yuan Chen,et al.  Induced generalized intuitionistic fuzzy OWA operator for multi-attribute group decision making , 2012, Expert Syst. Appl..

[29]  Mohamed Taher,et al.  Development of a technology for car's auto-parking using swarm search-based fuzzy control system , 2012, Int. J. Model. Identif. Control..

[30]  Chih-Min Lin,et al.  Fuzzy sliding PDC control for some non-linear systems , 2012, Int. J. Model. Identif. Control..

[31]  Francisco Herrera,et al.  Fuzzy Sets and Their Extensions: Representation, Aggregation and Models , 2008 .

[32]  Xiaohong Chen,et al.  Intuitionistic fuzzy Choquet integral operator for multi-criteria decision making , 2010, Expert Syst. Appl..

[33]  Arpita Ghosh,et al.  Fuzzy two-term controllers with multi-fuzzy sets: mathematical models and analysis , 2012, Int. J. Model. Identif. Control..

[34]  Thomas Wensing,et al.  Analysis and Optimization , 2011 .

[35]  Chunqiao Tan,et al.  Generalized intuitionistic fuzzy geometric aggregation operator and its application to multi-criteria group decision making , 2011, Soft Comput..