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Uncertain generalized aggregation operators

delete2012-01-01
delete58
PRE
AI
L
Ligang Zhou
H
Huayou Chen *
J
José M. Merigó
A
Anna M. Gil‐Lafuente
DOI:10.1016/j.eswa.2011.07.110delete
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摘要

摘要

En 中文
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.
Keyword:
Aggregation
OWA operator
Generalized mean
Operator weights
Decision making
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期刊

Expert Systems with Applications 封面图
Expert Systems with Applications
IF:
7.5
论文数:
3.0W
被引数:
10.2W

机构

O
Ohio State University
学者数:
4.1W
论文数: 3.2W
被引数: 80
A
anhui university
学者数:
1.9W
论文数: 1.2W
被引数: 24
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