Generalized ordered weighted logarithmic harmonic averaging operators and their applications to group decision making

被引:16
|
作者
Zhou, Ligang [1 ]
Tao, Zhifu [1 ]
Chen, Huayou [1 ]
Liu, Jinpei [2 ]
机构
[1] Anhui Univ, Sch Math Sci, Hefei 230601, Anhui, Peoples R China
[2] Anhui Univ, Sch Business, Hefei 230601, Anhui, Peoples R China
基金
中国国家自然科学基金;
关键词
Group decision making; Aggregation operator; OWA operator; GOWLHA operator; AGGREGATION OPERATORS; MINIMAX DISPARITY; OWA AGGREGATION; MODELS;
D O I
10.1007/s00500-014-1295-8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a new aggregation operator called the generalized ordered weighted logarithmic harmonic averaging (GOWLHA) operator, which is based on an optimal deviation model. We study some properties and different particular cases of the GOWLHA operator. We also generalize the GOWLHA operator. The key advantage of the GOWLHA operator is that it is an aggregation operator with theoretic basis on aggregation. Moreover, we indicate some properties of the GOWLHA operator weights and propose an orness measure of the GOWLHA operator. Furthermore, we introduce the generalized least squares method to determine the GOWLHA operator weights based on its orness measure. In the end, we develop an application of the new approach in a case of group decision making in political management.
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页码:715 / 730
页数:16
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