期刊
EXPERT SYSTEMS WITH APPLICATIONS
卷 39, 期 1, 页码 1105-1117出版社
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.eswa.2011.07.110
关键词
Aggregation; OWA operator; Generalized mean; Operator weights; Decision making
类别
资金
- National Natural Science Foundation of China [71071002]
- Academic Innovation Team of Anhui University [KJTD001B, SKTD007B]
- Foundation for the Young Scholar of Anhui University [2009QN022B]
The aim of this paper is to extend the generalized ordered weighted averaging operator and provide a new class of operators called the uncertain generalized ordered weighted averaging (UGOWA) operator. It provides a very general formulation that includes as special cases a wide range of aggregation operators and aggregates the input arguments taking the form of intervals rather than exact numbers. We further generalize the UGOWA operator to obtain the uncertain generalized hybrid averaging operator, the quasi uncertain ordered weighted averaging operator and the uncertain generalized Choquet integral aggregation operator. In the meanwhile, a new approach to determining the UGOWA weights is proposed based on the relative deviation measure. Finally, a numerical example is presented to illustrate the proposed approach to group decision making with UGOWA operator. (C) 2011 Elsevier Ltd. All rights reserved.
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