On matrix games with 2-tuple intuitionistic fuzzy linguistic payoffs

被引:0
作者
Verma, R. [1 ]
Aggarwal, A. [2 ]
机构
[1] Univ Chile, Dept Management Control & Informat Syst, Av Diagonal Paraguay 257, Santiago 8330015, Chile
[2] Guru Gobind Singh Indraprastha Univ Delhi, Univ Sch Basic & Appl Sci, Delhi, India
来源
IRANIAN JOURNAL OF FUZZY SYSTEMS | 2021年 / 18卷 / 04期
关键词
Matrix game; linguistic variables; 2-tuple linguistic model; 2-tuple intuitionistic fuzzy linguistic set; non-linear optimization; GROUP DECISION-MAKING; AGGREGATION OPERATORS; PROGRAMMING APPROACH; SETS; GOALS; INFORMATION;
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In real-world decision-making problems, experts often prefer to express their views, regarding problem parameters, in a natural language rather than precise numerical form. Linguistic representation models have been widely used to solve many decision-making problems with qualitative information. Game theory has been found successful applications in a wide range of areas. This paper presents an extensive study of matrix games with qualitative payoffs. The work uses 2-tuple intuitionistic fuzzy linguistic values (2-TIFLVs) to represent the payoffs of the matrix game. We develop the mathematical formulation and concepts of the solutions for matrix games with payoffs represented by 2-TIFLVs. Paper also shows that matrix games with payoffs of 2-TIFLVs have solutions that can be obtained by transforming the matrix game in a pair of linear/nonlinear programming problems. Finally, a real-life numerical is given to illustrate the developed method.
引用
收藏
页码:149 / 167
页数:19
相关论文
共 66 条
[51]   On aggregation operators for linguistic trapezoidal fuzzy intuitionistic fuzzy sets and their application to multiple attribute group decision making [J].
Verma, Rajkumar .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 38 (03) :2907-2950
[52]   A new measure of inaccuracy with its application to multi-criteria decision making under intuitionistic fuzzy environment [J].
Verma, Rajkumar ;
Sharma, Bhu Dev .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (04) :1811-1824
[53]  
Verma R, 2013, INFORM-J COMPUT INFO, V37, P399
[54]  
Vidyottama V., 2004, FUZZY OPTIM DECIS MA, V3, P327, DOI [10.1007/s10700-004-4202-4, DOI 10.1007/S10700-004-4202-4]
[55]   Matrix games with fuzzy goals and fuzzy payoffs [J].
Vijay, V ;
Chandra, S ;
Bector, CR .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2005, 33 (05) :425-429
[56]   Some Hybrid Geometric Aggregation Operators with 2-tuple Linguistic Information and Their Applications to Multi-attribute Group Decision Making [J].
Wan, Shu-Ping .
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2013, 6 (04) :750-763
[57]  
Wei GW, 2019, IRAN J FUZZY SYST, V16, P159
[58]   Extension of TOPSIS method for 2-tuple linguistic multiple attribute group decision making with incomplete weight information [J].
Wei, Gui-Wu .
KNOWLEDGE AND INFORMATION SYSTEMS, 2010, 25 (03) :623-634
[59]   UNCERTAIN LINGUISTIC HYBRID GEOMETRIC MEAN OPERATOR AND ITS APPLICATION TO GROUP DECISION MAKING UNDER UNCERTAIN LINGUISTIC ENVIRONMENT [J].
Wei, Gui-Wu .
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2009, 17 (02) :251-267
[60]   Interval-valued intuitionistic fuzzy matrix games based on Archimedean t-conorm and t-norm [J].
Xia, Meimei .
INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2018, 47 (03) :278-293