A ranking approach on fuzzy judgment matrix

Author

Zhai, Xiao-Yan ; Zhang, Xin-Zheng ; Gao, Jing-Wa

Author_Institution

Sch. of Manage., Guangdong Univ. of Foreign Studies, Guangzhou, China

Volume

4

fYear

2004

fDate

26-29 Aug. 2004

Firstpage

1995

Abstract

In the complex control or decision process, it is not evitable to deal with the fuzziness of people´s thinking, judgment and uncertainness of the information in the systems. This paper considers the fuzziness in the complex systems, discusses the problem about extracting the fuzzy weights of the projects from the fuzzy judgment matrix, and proposes a ranking approach of fuzzy additive inverse on the column, which is a valid and simple ranking method in the analytic hierarchy process. Finally, an example to apply our approach is presented.

Keywords

decision support systems; fuzzy set theory; large-scale systems; least squares approximations; matrix algebra; statistics; uncertain systems; analytic hierarchy process; complex control; complex systems; decision process; fuzzy additive inverse; fuzzy judgment matrix; fuzzy weights extraction; ranking method; Data mining; Decision making; Decision support systems; Decision theory; Fuzzy sets; Fuzzy systems; Least squares methods; Statistical analysis; Technology management; Tellurium;

fLanguage

English

Publisher

ieee

Conference_Titel

Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on

Print_ISBN

0-7803-8403-2

Type

conf

DOI

10.1109/ICMLC.2004.1382121

Filename

1382121