The new fuzzy analytical hierarchy process with interval type-2 trapezoidal fuzzy sets and its application
The degree of type-1 fuzzy sets membership function cannot express the linguistic variable of a complex problem. The type-2 fuzzy sets as a problem solver such that more fuzziness for constructing membership functions can be handled. Recently, many multi-criteria decision making (MCDM) methods have...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | en |
| Published: |
Taylor & Francis
2021
|
| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/6242/1/J12903_42bbe5894019e4649541f0ec4474c899.pdf http://eprints.uthm.edu.my/6242/ https://doi.org/10.1080/16168658.2021.1952760 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1833418045725343744 |
|---|---|
| author | Sam’an, Muhammad Dasrila, Yosza Muslim, Much Aziz |
| author_facet | Sam’an, Muhammad Dasrila, Yosza Muslim, Much Aziz |
| author_sort | Sam’an, Muhammad |
| building | UTHM Library |
| collection | Institutional Repository |
| content_provider | Universiti Tun Hussein Onn Malaysia |
| content_source | UTHM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | The degree of type-1 fuzzy sets membership function cannot express the linguistic variable of a complex problem. The type-2 fuzzy sets as a problem solver such that more fuzziness for constructing membership functions can be handled. Recently, many multi-criteria decision making (MCDM) methods have been expanded using type-2 fuzzy sets. Analytical Hierarchy Process (AHP) is one of the well-known MCDM that can take into account multiple and conflicting criteria at the same time. Our goal is to develop an interval type-2 trapezoidal fuzzy AHP through the new proposed ranking i.e. the modified total integral value. Based on the illustrative examples for trapezoidal type-2 fuzzy sets, the new proposed ranking has a well-performance in ranking. Furthermore, we apply the new trapezoidal type-2 fuzzy AHP to a supplier selection problem. Based on the results of the application, the new fuzzy AHP has the same ranking results as the existing fuzzy AHP. |
| format | Article |
| id | my.uthm.eprints-6242 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | en |
| publishDate | 2021 |
| publisher | Taylor & Francis |
| record_format | eprints |
| spelling | my.uthm.eprints-62422022-01-31T00:30:23Z http://eprints.uthm.edu.my/6242/ The new fuzzy analytical hierarchy process with interval type-2 trapezoidal fuzzy sets and its application Sam’an, Muhammad Dasrila, Yosza Muslim, Much Aziz TJ Mechanical engineering and machinery The degree of type-1 fuzzy sets membership function cannot express the linguistic variable of a complex problem. The type-2 fuzzy sets as a problem solver such that more fuzziness for constructing membership functions can be handled. Recently, many multi-criteria decision making (MCDM) methods have been expanded using type-2 fuzzy sets. Analytical Hierarchy Process (AHP) is one of the well-known MCDM that can take into account multiple and conflicting criteria at the same time. Our goal is to develop an interval type-2 trapezoidal fuzzy AHP through the new proposed ranking i.e. the modified total integral value. Based on the illustrative examples for trapezoidal type-2 fuzzy sets, the new proposed ranking has a well-performance in ranking. Furthermore, we apply the new trapezoidal type-2 fuzzy AHP to a supplier selection problem. Based on the results of the application, the new fuzzy AHP has the same ranking results as the existing fuzzy AHP. Taylor & Francis 2021 Article PeerReviewed text en http://eprints.uthm.edu.my/6242/1/J12903_42bbe5894019e4649541f0ec4474c899.pdf Sam’an, Muhammad and Dasrila, Yosza and Muslim, Much Aziz (2021) The new fuzzy analytical hierarchy process with interval type-2 trapezoidal fuzzy sets and its application. Fuzzy Information and Engineering, 13 (3). pp. 391-419. https://doi.org/10.1080/16168658.2021.1952760 |
| spellingShingle | TJ Mechanical engineering and machinery Sam’an, Muhammad Dasrila, Yosza Muslim, Much Aziz The new fuzzy analytical hierarchy process with interval type-2 trapezoidal fuzzy sets and its application |
| title | The new fuzzy analytical hierarchy process with interval type-2 trapezoidal fuzzy sets and its application |
| title_full | The new fuzzy analytical hierarchy process with interval type-2 trapezoidal fuzzy sets and its application |
| title_fullStr | The new fuzzy analytical hierarchy process with interval type-2 trapezoidal fuzzy sets and its application |
| title_full_unstemmed | The new fuzzy analytical hierarchy process with interval type-2 trapezoidal fuzzy sets and its application |
| title_short | The new fuzzy analytical hierarchy process with interval type-2 trapezoidal fuzzy sets and its application |
| title_sort | new fuzzy analytical hierarchy process with interval type-2 trapezoidal fuzzy sets and its application |
| topic | TJ Mechanical engineering and machinery |
| url | http://eprints.uthm.edu.my/6242/1/J12903_42bbe5894019e4649541f0ec4474c899.pdf http://eprints.uthm.edu.my/6242/ https://doi.org/10.1080/16168658.2021.1952760 |
| url_provider | http://eprints.uthm.edu.my/ |