Title of article :
The 2-additive fuzzy Choquet integral-based TODIM method with improved score function under hesitant fuzzy environment
Author/Authors :
WU, C School of Management - Harbin Institute of Technology, Peoples Republic of China , Zhang, D School of Management - Harbin Institute of Technology, Peoples Republic of China
Pages :
15
From page :
129
To page :
143
Abstract :
Recently, the TODIM1(an acronym in Portuguese of interactive and multi-criteria decision making) method has at- tracted increasing attention and many researchers have extended it to deal with multiple attribute decision making (MADM) problems under different situations. However, none of them can be used to handle MADM problems with positive, independent, and negative interactions among attributes, which restricts the applicability of TODIM method. Therefore, in this paper, we propose the 2-additive fuzzy Choquet integral-based hesitant fuzzy TODIM method to deal with this situation. To begin with, we propose the novel measured function to compare the magnitude of hesitant fuzzy elements, which has been proved to be more rational and efficient than existing approaches. Then we use nonlinear programming to obtain 2-additive fuzzy measures and then put forward novel Choquet integral based-dominance degree to calculate the dominance degree of one alternative over another under all attributes. Consequently, we then calculate the global value of each alternative whereby we can rank all the alternatives. Finally, an illustrate example is used to demonstrate the efficiency and applicability of the proposed approach with sensitivity analysis.
Keywords :
measured function , hesitant fuzzy set , Choquet integral based-dominance degree , 2-additive fuzzy measure , interactive attributes , TODIM , Multiple attribute decision making (MADM)
Serial Year :
2019
Record number :
2494125
Link To Document :
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