A novel three-way decision method for interval-valued hesitant fuzzy environment

被引:0
|
作者
Zhan, Qiuyan [1 ]
Jin, Lesheng [2 ]
Yager, Ronald R. R. [3 ]
Mesiar, Radko [4 ]
机构
[1] Shanghai Maritime Univ, Sch Sci, Shanghai 201306, Peoples R China
[2] Nanjing Normal Univ, Sch Business, Nanjing, Peoples R China
[3] Iona Coll, Machine Intelligence Inst, New Rochelle, NY USA
[4] Slovak Univ Technol Bratislava, Fac Civil Engn, Radlinskeho 11, Bratislava 81005, Slovakia
关键词
Multi attribute decision-making; Three-way decision; Interval-valued hesitant fuzzy environment; Relative loss function; ELECTRE method; SETS; MODEL; AGGREGATION; CRITERIA;
D O I
10.1007/s00500-023-08259-w
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a novel way to solve the multi-attribute decision-making issues under the interval-valued hesitant fuzzy environment (IVHF-MADM) with three-way decision (3WD) theory is explored. Firstly, the RLF under the interval-valued hesitant fuzzy (IVHF) environment is defined. Then, in view of the practical significance of the loss function, the relationship between the loss function and the evaluation value is established. At the same time, considering that the IVHF-MADM has multiple attributes and multiple evaluation values, an aggregated loss function via the interval-valued hesitant fuzzy weight average operator to reflect the overall loss of the alternative is provided. And the mixed information table (IVHF-MADMRLF) based on the overall loss function is established. Secondly, based on an outranking function and a distance from the positive ideal PIS, we define an estimation on the conditional probability method. Finally, the choice of line site, which is closely related to the cost of building the entire project, traffic safety, and economic development along the line, is discussed in more details using a case study of a traffic expressway. Moreover, we propose the parameters analysis approach to the test in terms of its viability and efficiency.
引用
收藏
页码:12289 / 12307
页数:19
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