On Prioritized Multiple-Criteria Aggregation

被引:37
作者
Yager, Ronald R. [1 ]
机构
[1] Iona Coll, Inst Machine Intelligence, New Rochelle, NY 10805 USA
来源
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS | 2012年 / 42卷 / 05期
关键词
Aggregation operator; information fusion; integral aggregation; multiple criteria; DECISION-MAKING; OPERATORS; CHOQUET;
D O I
10.1109/TSMCB.2012.2189560
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We describe multicriteria aggregation and discuss its central role in many modern applications. The concept of aggregation imperative is introduced to indicate the description of how the individual criteria satisfactions should be combined to obtain the overall score. We focus on a particular type of aggregation imperative called prioritized aggregation that is characteristic of situations where lack of satisfaction to criteria denoted as higher priority cannot be compensated by increased satisfaction by those denoted as lower priority. We discuss two approaches to the formulation of this type of aggregation process. One of these uses the prioritized aggregation operator, and the second is based on an integral-type aggregation using a monotonic set measure to convey the prioritized imperative.
引用
收藏
页码:1297 / 1305
页数:9
相关论文
共 27 条
[1]  
[Anonymous], 1997, The Ordered Weighted Averaging Operation: Theory, Methodology and Applications
[2]  
[Anonymous], 2010, NONLINEAR INTEGRALS
[3]  
Beliakov G., 2007, Aggregation Functions: A Guide for Practitioners, DOI DOI 10.1007/978-3-540-73721-6
[4]   Fuzzy Forecasting Based on Fuzzy-Trend Logical Relationship Groups [J].
Chen, Shyi-Ming ;
Wang, Nai-Yi .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2010, 40 (05) :1343-1358
[5]  
Choquet G., 1954, Ann. Institute. Fourier (Grenoble), V5, P131, DOI DOI 10.5802/AIF.53
[6]   An Approach to Solve Group-Decision-Making Problems With Ordinal Interval Numbers [J].
Fan, Zhi-Ping ;
Liu, Yang .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2010, 40 (05) :1413-1423
[7]   Multicriteria Optimization for Coordination of Redundant Robots Using a Dual Neural Network [J].
Hou, Zeng-Guang ;
Cheng, Long ;
Tan, Min .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2010, 40 (04) :1075-1087
[8]   A Universal Integral as Common Frame for Choquet and Sugeno Integral [J].
Klement, Erich Peter ;
Mesiar, Radko ;
Pap, Endre .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2010, 18 (01) :178-187
[9]  
Klir G., 2006, Uncertainty and Information: Foundations of Generalized Information Theory
[10]   A Multiobjective Optimization Approach to Obtain Decision Thresholds for Distributed Detection in Wireless Sensor Networks [J].
Masazade, Engin ;
Rajagopalan, Ramesh ;
Varshney, Pramod K. ;
Mohan, Chilukuri K. ;
Sendur, Gullu Kiziltas ;
Keskinoz, Mehmet .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2010, 40 (02) :444-457