Sorting Method of Multi-attribute Decision Making Based on Weighted α Dominance Relation
LI Jia, LIANG Jiye, PANG Tianjie
Computer Science and Technology Department, Taiyuan Normal University, Jinzhong 030619 Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan 030006
Abstract：In the dominance rough set model, simple average method is exploited to weight sorting results of multiple thresholds , but the dataset information is ignored, and a greater difference in the sorting quality of different datasets is generated. Aiming at this problem, a dominance degree sorting method of weighted dominance relation is proposed in this paper. Firstly, dominance rough set method is applied to decision-making objects for detailed analysis. Then, to overcome the problem of parallel decision phenomenon in multi-attribute decision making sorting results caused by the subjective weight of parameter α, two criteria are applied to weight the parameter α by sorting results, and comprehensive dominance degree of all objects are fused by the two criteria to further refine the sorting result. Finally, through the comparison with other sorting methods on specific cases, the feasibility and the validity of the proposed sorting method are verified.
李佳，梁吉业，庞天杰. 基于加权α优势关系的多属性决策排序方法*[J]. 模式识别与人工智能, 2017, 30(8): 761-768.
LI Jia, LIANG Jiye, PANG Tianjie. Sorting Method of Multi-attribute Decision Making Based on Weighted α Dominance Relation. , 2017, 30(8): 761-768.
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2017, Vol. 30 
