The ordered weighted average in the theory of expertons

被引:23
作者
Linares-Mustaros, Salvador [1 ]
Ferrer-Comalat, Joan C. [1 ]
Corominas-Coll, Dolors [1 ]
Merigo, Jose M. [2 ,3 ]
机构
[1] Univ Girona, Dept Business Adm, C Univ Girona 10, Girona 17071, Spain
[2] Univ Chile, Sch Business & Econ, Dept Management Control & Informat Syst, Santiago, Chile
[3] Univ Technol Sydney, Sch Syst Management & Leadership, Fac Engn & Informat Technol, Ultimo, NSW, Australia
关键词
GROUP DECISION-MAKING; AGGREGATION OPERATORS; FUZZY; MODEL; VALUES;
D O I
10.1002/int.22055
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This work presents a data-fusion mathematical object that incorporates the optimism level of a decision-making agent. The new fusion object is constructed by extending the ordered weighted averaging (OWA) operator in the process of creating an experton. The main advantage of this approach is that it can represent the attitudinal character of the decision maker in the construction of the experton. Therefore, this approach represents a new method for addressing multiperson problems by using optimistic and pessimistic perspectives. The work presents different practical examples based on the absolute hierarchical relationships of the "minimum of the bottom end of the intervals," "minimum of the top end of the intervals," and "minimum size of the interval." The work also considers a wide range of particular cases of the OWA-experton, including the minimum experton, the maximum experton, the average experton, and the olympic experton. In addition, the study presents software for the calculation of OWA-expertons. Finally, the paper ends with an application in business decision-making regarding the calculation of expected benefits.
引用
收藏
页码:345 / 365
页数:21
相关论文
共 65 条
[1]   A fuzzy methodology for innovation management measurement [J].
Alfaro-Garcia, Victor G. ;
Gil-Lafuente, Anna M. ;
Alfaro Calderon, Gerardo G. .
KYBERNETES, 2017, 46 (01) :50-66
[2]  
[Anonymous], 1986, INTRO THEORY FUZZY S
[3]  
Beliakov G., 2007, Aggregation functions: a guide for practitioners, DOI DOI 10.1007/978-3-540-73721-6
[4]  
BELLMAN RE, 1970, MANAGE SCI B-APPL, V17, pB141
[5]   The study of the interval-valued contexts [J].
Burusco, A ;
Fuentes-González, R .
FUZZY SETS AND SYSTEMS, 2001, 121 (03) :439-452
[6]  
Ferrer-Comalat JC, 2016, ECON COMPUT ECON CYB, V50, P187
[7]  
Cassi C., 2001, Handbook of Management under uncertainty, P117
[8]  
Cassu C, 1997, FR ART INT, V41, P169
[9]   Expert-mediated sequential search [J].
Chhabra, Meenal ;
Das, Sanmay ;
Sarne, David .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2014, 234 (03) :861-873
[10]   A study of the strong Allee effect with fuzzy parameters for its application in economics [J].
Corominas Coll, Dolors ;
Carles Ferrer-Comalat, Joan ;
Linares-Mustaros, Salvador ;
Bertran, Xavier .
KYBERNETES, 2017, 46 (01) :191-206