Group-decision making with induced ordered weighted logarithmic aggregation operators

被引:5
|
作者
Alfaro-Garcia, Victor G. [1 ]
Merigo, Jose M. [2 ,3 ]
Gil-Lafuente, Anna M. [4 ]
Gomez Monge, Rodrigo [5 ]
机构
[1] Univ Michoacana, Fac Contaduria & Ciencias Adm, Gral Francisco J Mugica S-N, Morelia 58030, Michoacan, Mexico
[2] Univ Technol Sydney, Sch Informat Syst & Modelling, Ultimo, NSW 2007, Australia
[3] Univ Chile, Dept Control Gest & Sistemas Informac, Av Diagonal Paraguay 257, Santiago 8330015, Chile
[4] Univ Barcelona, Fac Econ & Empresa, Avinguda Diagonal, Barcelona 08034, Spain
[5] Univ Michoacana, Fac Econ Vasco de Quiroga, Gral Francisco J Mugica S-N, Morelia 58030, Michoacan, Mexico
关键词
OWA operator; logarithmic aggregation operators; induced aggregation operators; group decision making; innovation management; AVERAGING OPERATORS; INNOVATION MANAGEMENT; UNCERTAINTY; DISTANCE;
D O I
10.3233/JIFS-189183
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents the induced generalized ordered weighted logarithmic aggregation (IGOWLA) operator, this operator is an extension of the generalized ordered weighted logarithmic aggregation (GOWLA) operator. It uses order-induced variables that modify the reordering process of the arguments included in the aggregation. The principal advantage of the introduced induced mechanism is the consideration of highly complex attitude from the decision makers. We study some families of the IGOWLA operator as measures for the characterization of the weighting vector. This paper presents the general formulation of the operator and some special cases, including the induced ordered weighted logarithmic geometric averaging (IOWLGA) operator and the induced ordered weighted logarithmic aggregation (IOWLA). Further generalizations using quasi-arithmetic mean are also proposed. Finally, an illustrative example of a group decision-making procedure using a multi-person analysis and the IGOWLA operator in the area of innovation management is analyzed.
引用
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页码:1761 / 1772
页数:12
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