DocumentCode :
3187187
Title :
Determining OWA operator weights from ordinal relation on criteria
Author :
Ahn, Byeong Seok
Author_Institution :
Coll. of Bus. Adm., Chung-Ang Univ., Seoul, South Korea
fYear :
2010
fDate :
10-13 Oct. 2010
Firstpage :
3290
Lastpage :
3293
Abstract :
The centered OWA (C-OWA) operator weights, defined as the center point of a convex hull constructed by the extreme points of ordinal relation, are computed by coordinate-wise averaging of the extreme points. The resulting C-OWA operator weights display some interesting properties. First there exists one to one correspondence between the multiplier used in the ordinal relation and the attitudinal character, thus we can confer a semantic to the attitudinal character in a meaningful way. Second, the C-OWA operator weights show a high level of coincidence with the maximum entropy OWA operator weights, which is widely used in OWA aggregation- another way of generating the OWA operator weights. This approach may help the decision-maker to articulate his or her preferences in lieu of direct assessment of attitudinal character. Indirectly assessed preference information will be used to generate the C-OWA operator weights, which are then used to aggregate multiple objects and finally prioritize multitude of alternatives.
Keywords :
computability; decidability; decision making; C-OWA operator weight; aggregate multiple object; attitudinal character; centered OWA; convex hull; decision making; ordinal relation; Approximation methods; Artificial neural networks; Open wireless architecture; Uncertainty; attitudinal character; ordered weighted averaging (OWA) operator weights; ordinal relation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location :
Istanbul
ISSN :
1062-922X
Print_ISBN :
978-1-4244-6586-6
Type :
conf
DOI :
10.1109/ICSMC.2010.5642320
Filename :
5642320
Link To Document :
بازگشت