Multi-index grey target decision method based on adjustment coefficient

被引:14
|
作者
Wang, Xia [1 ]
Dang, Yaoguo [1 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Econ & Management, Nanjing 211106, Jiangsu, Peoples R China
关键词
Three-parameter interval grey number; adjustment coefficient; grey-target decision-making; D-S theory of evidence;
D O I
10.3233/IFS-141498
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With regard to multi-index decision-making problems, in which the index value of alternatives and weight are three-parameter interval grey number, a multi-index grey-target decision-making approach based on adjustment coefficient is proposed. First, considering that the resolution of index objective weights derived from entropy weighting method is not high, a normalized decision matrix method based on adjusting coefficient was proposed, and the optimizing entropy model was established to determine the index objective weights. Furthermore, the mean area method was applied to convert index subjective weights into real number, and the D-S (Dempster-Shafer) combination rule was utilized to integrate the subjective and objective weights into comprehensive weights. Finally, the optimizing solution was determined via the size of positive target distance. An example is presented to illustrate the suitability and effectiveness of the obtained methods.
引用
收藏
页码:769 / 775
页数:7
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