A new dempster-shafer theory-based method with fuzzy targets for fuzzy sets ranking

Kok, Chin Chai and Tay, Kai Meng and Chee, Peng Lim (2013) A new dempster-shafer theory-based method with fuzzy targets for fuzzy sets ranking. In: IEEE International Conference on Fuzzy Systems, 7 July 2013 through 10 July 2013, Hyderabad; India.

[img]
Preview
PDF
A new dempster-shafer theory-based method with fuzzy targets for fuzzy sets ranking (abstrak).pdf

Download (165kB) | Preview
Official URL: http://ieeexplore.ieee.org/document/6622358/

Abstract

In this paper, a new Fuzzy Set (FS) ranking method (for type-1 and interval type-2 FSs), which is based on the Dempster-Shafer Theory (DST) of evidence with fuzzy targets, is investigated. Fuzzy targets are adopted to reflect human viewpoints on fuzzy ranking. Two important measures in DST, i.e., the belief and plausibility measures, are used to rank FSs. The proposed approach is evaluated with several benchmark examples. The use of the belief and plausibility measures in fuzzy ranking are discussed and compared. We further analyze the capability of the proposed approach in fulfilling six reasonable fuzzy ordering properties as discussed in [9]-[11].

Item Type: Proceeding (Paper)
Uncontrolled Keywords: Dempster-shafer theory(DST) of evidence; Fuzzy ranking; Fuzzy targets; Theoretical properties, unimas, university, universiti, Borneo, Malaysia, Sarawak, Kuching, Samarahan, ipta, education, research, Universiti Malaysia Sarawak
Subjects: T Technology > T Technology (General)
Divisions: Academic Faculties, Institutes and Centres > Faculty of Engineering
Depositing User: Saman
Date Deposited: 05 Apr 2017 07:15
Last Modified: 02 May 2017 02:46
URI: http://ir.unimas.my/id/eprint/15836

Actions (For repository members only: login required)

View Item View Item