A prioritized aggregation operator based on the OWA operator and prioritized measure

被引:9
|
作者
Chen, Liuhao [1 ]
Xu, Zeshui [2 ]
机构
[1] PLA Univ Sci & Technol, Coll Commun Engn, Nanjing 210007, Jiangsu, Peoples R China
[2] PLA Univ Sci & Technol, Coll Sci, Nanjing 210007, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Multi-criteria decision making; prioritized aggregation; aggregation operator; ordered weighted averaging; operator; MULTICRITERIA DECISION-MAKING; WEIGHTED GEOMETRIC OPERATORS; DISTANCE MEASURES; FUZZY INTEGRALS;
D O I
10.3233/IFS-131098
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Multi-criteria decision making problems are well-known problems. This paper mainly investigates a particular type of multi-criteria aggregation imperative called prioritized aggregation. We first introduce the concepts of measure, additive measure and Choquet integral. Then, we propose a prioritized measure-guided aggregation operator based on the ordered weighted averaging (OWA) operator and Choquet integral. We develop the maximin disparity method to get the quantity of each priority hierarchy in the prioritized measure. Besides, we introduce the decision maker's benchmark into the prioritized measure. Finally, we illustrate the effectiveness of the proposed prioritized aggregation operator through two numerical examples and compare them with previous operators.
引用
收藏
页码:1297 / 1307
页数:11
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