Aggregation Operators and Interval-Valued Fuzzy Numbers in Decision Making

被引:6
作者
Mezei, Jozsef [1 ]
Wikstrom, Robin [1 ]
机构
[1] Abo Akad Univ, IAMSR, Turku, Finland
来源
ADVANCES IN INFORMATION SYSTEMS AND TECHNOLOGIES | 2013年 / 206卷
关键词
Aggregation; Uncertainty; Induced OWA; Interval-valued Fuzzy Numbers; Project Selection; WEIGHTED AVERAGING OPERATORS; INFORMATION; SELECTION; SETS;
D O I
10.1007/978-3-642-36981-0_49
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Aggregation operators play a fundamental role in decision making, especially when there are numerous (conflicting) criteria present. In case of uncertain data, an important task is to develop appropriate solutions for the aggregation process. In many applications the knowledge and data provided by the experts tend to be vague, as experts express their knowledge in nonstructured and ambiguous ways, for instance by using linguistic terms. We combine interval- valued fuzzy sets and OWA operators to create new aggregation methods and we prove that the new operators satisfy some important properties. In this article we present novel approaches for aggregating vague and imprecise information.
引用
收藏
页码:535 / 544
页数:10
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