Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology

Intuition based Decision Methodology for Ranking Interval Type – II Fuzzy Numbers

Authors
Ahmad Syafadhli Abu Bakar, Alexander Gegov
Corresponding Author
Ahmad Syafadhli Abu Bakar
Available Online June 2015.
DOI
https://doi.org/10.2991/ifsa-eusflat-15.2015.85How to use a DOI?
Keywords
Interval type – II fuzzy number, ranking interval type – II fuzzy number, standardised general-ised interval type – II fuzzy numbers, consistent with human intuition.
Abstract

Type – II fuzzy number is introduced in decision mak-ing analysis as a concept that is capable to effectively deal with uncertainty in the information about a deci-sion. As type – II fuzzy number is represented by possi-bility distribution, it is hard to determine which type – II fuzzy number is greater than the other. In this paper, a new methodology for ranking type – II fuzzy number is proposed. The methodology is made up based on two intuitionistic components namely centroid point and spread. The paper also introduces for the first time the extension of type – II fuzzy number into standardised generalised type – II fuzzy number so that the represen-tation is more generic and applicable to any cases of decision making problems. The methodology is then validated using both theoretical and empirical valida-tions for real decision making applications.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology
Series
Advances in Intelligent Systems Research
Publication Date
June 2015
ISBN
978-94-62520-77-6
ISSN
1951-6851
DOI
https://doi.org/10.2991/ifsa-eusflat-15.2015.85How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Ahmad Syafadhli Abu Bakar
AU  - Alexander Gegov
PY  - 2015/06
DA  - 2015/06
TI  - Intuition based Decision Methodology for Ranking Interval Type – II Fuzzy Numbers
BT  - Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology
PB  - Atlantis Press
SP  - 593
EP  - 600
SN  - 1951-6851
UR  - https://doi.org/10.2991/ifsa-eusflat-15.2015.85
DO  - https://doi.org/10.2991/ifsa-eusflat-15.2015.85
ID  - AbuBakar2015/06
ER  -