Title :
A Decision Making Model Based on Dempster-Shafer Theory and Linguistic Hybrid Aggregation Operators
Author :
Merigo, Jose M. ; Casanovas, Montserrat ; Martinez, Luis
Author_Institution :
Dept. of Bus. Adm., Univ. of Barcelona, Barcelona
Abstract :
The solving processes for decision making problems based on the use of the Dempster-Shafer (D-S) theory can be accomplished in different ways according to the necessities of each single problem. In this contribution we present a decision making scheme based on the D-S defined in a linguistic framework and then, we propose the use of an hybrid averaging operator (2-THA) that use the 2-tuple linguistic representation model. By using the 2-THA in D-S theory, we obtain a new aggregation operator: the belief structure-2-THA (BS-2-THA) operator. We study some of its main properties and then show an illustrative example of the new approach in a decision making problem.
Keywords :
belief networks; computational linguistics; decision making; mathematical operators; uncertainty handling; 2-tuple linguistic representation model; Dempster-Shafer theory; belief structure-2-THA operator; decision making model; hybrid averaging operator; linguistic hybrid aggregation operators; Computational modeling; Computer science; Decision making; Electronic mail; Hybrid intelligent systems; Information analysis; Open wireless architecture; Uncertainty; 2-tuple linguistic representation model; Decision Making; Dempster-Shafer Theory; Hybrid Aggregation Operators;
Conference_Titel :
Hybrid Intelligent Systems, 2008. HIS '08. Eighth International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-0-7695-3326-1
Electronic_ISBN :
978-0-7695-3326-1
DOI :
10.1109/HIS.2008.103