Some Generalized Interval-Valued 2-Tuple Linguistic Correlated Aggregation Operators and Their Application in Decision Making

With respect to multi-attribute decision making under uncertain linguistic environment, a new interval-valued 2-tuple linguistic representation model is introduced. To deal with the sit- uation where the elements in a set are interdependent, several generalized interval-valued 2-tuple linguistic correlated aggregation operators are defined. It is worth pointing out that some interval- valued 2-tuple linguistic operators based on additive measures are special cases of our operators. Meanwhile, several special cases and desirable properties are discussed. Furthermore, models based on the correlation coefficient are constructed, by which the optimal weight vector can be obtained. Moreover, an approach to multi-attribute group decision making with uncertain linguistic infor- mation is developed. Finally, an example is selected to show the effectivity and feasibility of the developed procedure.

[1]  Yejun Xu,et al.  Approaches based on 2-tuple linguistic power aggregation operators for multiple attribute group decision making under linguistic environment , 2011, Appl. Soft Comput..

[2]  R. Yager A NEW METHODOLOGY FOR ORDINAL MULTIOBJECTIVE DECISIONS BASED ON FUZZY SETS , 1993 .

[3]  Lotfi A. Zadeh,et al.  The Concepts of a Linguistic Variable and its Application to Approximate Reasoning , 1975 .

[4]  Kwangsun Yoon,et al.  The Propagation of Errors in Multiple-attribute Decision Analysis: A Practical Approach , 1989 .

[5]  Gui-Wu Wei,et al.  A method for multiple attribute group decision making based on the ET-WG and ET-OWG operators with 2-tuple linguistic information , 2010, Expert Syst. Appl..

[6]  Gui-Wu Wei,et al.  Some generalized aggregating operators with linguistic information and their application to multiple attribute group decision making , 2011, Comput. Ind. Eng..

[7]  Luis Martínez-López,et al.  Computing with Words in Risk Assessment , 2010, Int. J. Comput. Intell. Syst..

[8]  Chen-Tung Chen,et al.  Measuring the Intellectual Capital Performance Based on 2-tuple Fuzzy Linguistic Information , 2005 .

[9]  Yu Lin Method for Risk Evaluation of High-Technology with 2-Tuple Linguistic Information , 2009, 2009 Third International Symposium on Intelligent Information Technology Application.

[10]  Yejun Xu,et al.  Some proportional 2-tuple geometric aggregation operators for linguistic decision making , 2013, J. Intell. Fuzzy Syst..

[11]  Xiaohong Chen,et al.  Induced choquet ordered averaging operator and its application to group decision making , 2010, Int. J. Intell. Syst..

[12]  Lotfi A. Zadeh,et al.  The concept of a linguistic variable and its application to approximate reasoning-III , 1975, Inf. Sci..

[13]  Luis Martínez-López,et al.  Non-commercial Research and Educational Use including without Limitation Use in Instruction at Your Institution, Sending It to Specific Colleagues That You Know, and Providing a Copy to Your Institution's Administrator. All Other Uses, Reproduction and Distribution, including without Limitation Comm , 2022 .

[14]  Guiwu Wei,et al.  Some dependent aggregation operators with 2-tuple linguistic information and their application to multiple attribute group decision making , 2012, Expert Syst. Appl..

[15]  Fanyong Meng,et al.  Interval-valued intuitionistic fuzzy multi-criteria group decision making based on cross entropy and 2-additive measures , 2015, Soft Comput..

[16]  Fan Zhi-ping Property analysis of the aggregation operators for two-tuple linguistic information , 2003 .

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

[18]  José L. Verdegay,et al.  On aggregation operations of linguistic labels , 1993, Int. J. Intell. Syst..

[19]  Francisco Herrera,et al.  Hesitant Fuzzy Linguistic Term Sets for Decision Making , 2012, IEEE Transactions on Fuzzy Systems.

[20]  Francisco Herrera,et al.  A 2-tuple fuzzy linguistic representation model for computing with words , 2000, IEEE Trans. Fuzzy Syst..

[21]  Yu Liu,et al.  Assessment of Capacity of Flood Disaster Prevention and Reduction with 2-tuple Linguistic Information , 2011 .

[22]  G. Bortolan,et al.  The problem of linguistic approximation in clinical decision making , 1988, Int. J. Approx. Reason..

[23]  Xiao-hong Chen,et al.  Some interval-valued intuitionistic uncertain linguistic Choquet operators and their application to multi-attribute group decision making , 2014 .

[24]  Xinde Li,et al.  Combination of Qualitative Information with 2-Tuple Linguistic Representation in DSmT , 2009, Journal of Computer Science and Technology.

[25]  Zhifeng Chen,et al.  Linguistic group decision-making: opinion aggregation and measures of consensus , 2006, Fuzzy Optim. Decis. Mak..

[26]  Nian Zhang,et al.  Method for aggregating correlated interval grey linguistic variables and its application to decision making , 2013 .

[27]  Enrique Herrera-Viedma,et al.  A quality evaluation methodology for health-related websites based on a 2-tuple fuzzy linguistic approach , 2010, Soft Comput..

[28]  Ronald R. Yager,et al.  Induced aggregation operators , 2003, Fuzzy Sets Syst..

[29]  Qiang Zhang,et al.  An approach to multi-attribute group decision making under uncertain linguistic environment based on the Choquet aggregation operators , 2014, J. Intell. Fuzzy Syst..

[30]  Huimin Zhang,et al.  The multiattribute group decision making method based on aggregation operators with interval-valued 2-tuple linguistic information , 2012, Math. Comput. Model..

[31]  Fanyong Meng,et al.  A hesitant fuzzy linguistic multi-granularity decision making model based on distance measures , 2015, J. Intell. Fuzzy Syst..

[32]  José M. Merigó,et al.  Linguistic Aggregation Operators for Linguistic Decision Making Based on the Dempster-Shafer Theory of Evidence , 2010, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[33]  Francisco Herrera,et al.  A multigranular hierarchical linguistic model for design evaluation based on safety and cost analysis , 2005, Int. J. Intell. Syst..

[34]  Huimin Zhang Some interval-valued 2-tuple linguistic aggregation operators and application in multiattribute group decision making , 2013 .

[35]  Francisco Herrera,et al.  Computing with Words in Decision support Systems: An overview on Models and Applications , 2010, Int. J. Comput. Intell. Syst..

[36]  Bonifacio Llamazares,et al.  A Social Choice Analysis of the Borda Rule in a General Linguistic Framework , 2010, Int. J. Comput. Intell. Syst..

[37]  Francisco Herrera,et al.  An Approach for Combining Linguistic and Numerical Information Based on the 2-Tuple Fuzzy Linguistic Representation Model in Decision-Making , 2000, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[38]  Ronald R. Yager,et al.  An approach to ordinal decision making , 1995, Int. J. Approx. Reason..

[39]  Zeshui Xu,et al.  A method for multiple attribute decision making with incomplete weight information in linguistic setting , 2007, Knowl. Based Syst..

[40]  Zeshui Xu,et al.  An approach based on the uncertain LOWG and induced uncertain LOWG operators to group decision making with uncertain multiplicative linguistic preference relations , 2006, Decis. Support Syst..

[41]  Ronald R. Yager,et al.  Non-numeric multi-criteria multi-person decision making , 1993 .

[42]  Ling Huang,et al.  An Approach to Group Decision Making Problems Based on 2-Tuple Linguistic Aggregation Operators , 2008, 2008 ISECS International Colloquium on Computing, Communication, Control, and Management.

[43]  Z. S. Xu,et al.  Eowa And Eowg Operators For Aggregating Linguistic Labels Based On Linguistic Preference Relations , 2004, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[44]  Francisco Herrera,et al.  An overview on the 2-tuple linguistic model for computing with words in decision making: Extensions, applications and challenges , 2012, Inf. Sci..

[45]  Enrique Herrera-Viedma,et al.  A Fuzzy Linguistic IRS Model Based on a 2-Tuple Fuzzy Linguistic Approach , 2007, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[46]  Yin-Feng Xu,et al.  Computing the Numerical Scale of the Linguistic Term Set for the 2-Tuple Fuzzy Linguistic Representation Model , 2009, IEEE Transactions on Fuzzy Systems.

[47]  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..

[48]  V. Torra,et al.  A framework for linguistic logic programming , 2010 .

[49]  M. Grabisch The application of fuzzy integrals in multicriteria decision making , 1996 .

[50]  George J. Klir,et al.  On the problem of retranslation in computing with perceptions , 2006, Int. J. Gen. Syst..

[51]  Fanyong Meng,et al.  Entropy and similarity measure of Atanassov’s intuitionistic fuzzy sets and their application to pattern recognition based on fuzzy measures , 2014, Pattern Analysis and Applications.

[52]  Helmut Becker Computing with words and machine learning in medical diagnostics , 2001, Inf. Sci..

[53]  Yin-Feng Xu,et al.  Linguistic multiperson decision making based on the use of multiple preference relations , 2009, Fuzzy Sets Syst..

[54]  Qiang Zhang,et al.  Some uncertain generalized Shapley aggregation operators for multi-attribute group decision making , 2015, J. Intell. Fuzzy Syst..

[55]  Lotfi A. Zadeh,et al.  Outline of a New Approach to the Analysis of Complex Systems and Decision Processes , 1973, IEEE Trans. Syst. Man Cybern..

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

[57]  Zeshui Xu,et al.  Uncertain linguistic aggregation operators based approach to multiple attribute group decision making under uncertain linguistic environment , 2004, Inf. Sci..

[58]  Lan Ji A Method of Multi-Attribute Group Decision-Making Based on the Aggregation Operators for Interval Two-tuple Linguistic Information , 2009 .

[59]  Robert LIN,et al.  NOTE ON FUZZY SETS , 2014 .

[60]  Qiang Zhang,et al.  Induced continuous Choquet integral operators and their application to group decision making , 2014, Comput. Ind. Eng..

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

[62]  Wei Yang,et al.  New aggregation operators based on the Choquet integral and 2-tuple linguistic information , 2012, Expert Syst. Appl..

[63]  Shouzhen Zeng,et al.  A Method Based on OWA Operator and Distance Measures for Multiple Attribute Decision Making with 2-Tuple Linguistic Information , 2012, Informatica.

[64]  Zeshui Xu,et al.  A method based on linguistic aggregation operators for group decision making with linguistic preference relations , 2004, Inf. Sci..

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

[66]  Shih-Yuan Wang Applying the superior identification group linguistic variable to construct kano model oriented quality function deployment , 2014 .

[67]  Zhang Yao An Approach to Linguistic Multiple Attribute Decision Making with Linguistic Information Based on ELOWA Operator , 2006 .

[68]  Humberto Bustince,et al.  Correlation of interval-valued intuitionistic fuzzy sets , 1995, Fuzzy Sets Syst..

[69]  Jerry M. Mendel,et al.  Computing With Words for Hierarchical Decision Making Applied to Evaluating a Weapon System , 2010, IEEE Transactions on Fuzzy Systems.

[70]  Qiang Zhang,et al.  Multi-attribute decision analysis under a linguistic hesitant fuzzy environment , 2014, Inf. Sci..

[71]  M. Sugeno,et al.  An interpretation of fuzzy measures and the Choquet integral as an integral with respect to a fuzzy , 1989 .

[72]  L. S. Shapley,et al.  17. A Value for n-Person Games , 1953 .

[73]  José M. Merigó,et al.  Induced 2-tuple linguistic generalized aggregation operators and their application in decision-making , 2013, Inf. Sci..