Fuzziness in analytic network process under interval numbers for criteria and alternatives
Because of the lack of data or knowledge or limited time, decision makers could not express their experiences exactly, perhaps they prefer interval numbers for such situations. Whenever uncertainty is involved in the decision making process, fuzzy and stochastic models would be arisen. Recently, fuz...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2010
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| Online Access: | http://psasir.upm.edu.my/id/eprint/45701/ http://psasir.upm.edu.my/id/eprint/45701/1/Fuzziness%20in%20analytic%20network%20process%20under%20interval%20numbers%20for%20criteria%20and%20alternatives.pdf |
| _version_ | 1848850529734623232 |
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| author | Ismail, Napsiah Nehzati, Taravatsadat Rashidi-Bajgan, Hannaneh |
| author_facet | Ismail, Napsiah Nehzati, Taravatsadat Rashidi-Bajgan, Hannaneh |
| author_sort | Ismail, Napsiah |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Because of the lack of data or knowledge or limited time, decision makers could not express their experiences exactly, perhaps they prefer interval numbers for such situations. Whenever uncertainty is involved in the decision making process, fuzzy and stochastic models would be arisen. Recently, fuzzy theory for Multiple Attribute Decision Making (MADM) under interval numbers has attracted a lot of researchers. This paper deals with a fuzzy MADM approach under interval numbers. We propose to apply the approach for Analytic Network Process (ANP) as a new class of decision making methods. The interval numbers are formed for criteria weights and values that have effect on alternatives’ values. The process of this method is clarified by an example. |
| first_indexed | 2025-11-15T10:07:45Z |
| format | Conference or Workshop Item |
| id | upm-45701 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T10:07:45Z |
| publishDate | 2010 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-457012020-08-07T02:59:14Z http://psasir.upm.edu.my/id/eprint/45701/ Fuzziness in analytic network process under interval numbers for criteria and alternatives Ismail, Napsiah Nehzati, Taravatsadat Rashidi-Bajgan, Hannaneh Because of the lack of data or knowledge or limited time, decision makers could not express their experiences exactly, perhaps they prefer interval numbers for such situations. Whenever uncertainty is involved in the decision making process, fuzzy and stochastic models would be arisen. Recently, fuzzy theory for Multiple Attribute Decision Making (MADM) under interval numbers has attracted a lot of researchers. This paper deals with a fuzzy MADM approach under interval numbers. We propose to apply the approach for Analytic Network Process (ANP) as a new class of decision making methods. The interval numbers are formed for criteria weights and values that have effect on alternatives’ values. The process of this method is clarified by an example. IEEE 2010 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/45701/1/Fuzziness%20in%20analytic%20network%20process%20under%20interval%20numbers%20for%20criteria%20and%20alternatives.pdf Ismail, Napsiah and Nehzati, Taravatsadat and Rashidi-Bajgan, Hannaneh (2010) Fuzziness in analytic network process under interval numbers for criteria and alternatives. In: 2010 International Conference on Computer Applications and Industrial Electronics (ICCAIE 2010), 5-7 Dec. 2010, Kuala Lumpur, Malaysia. (pp. 222-226). 10.1109/ICCAIE.2010.5735079 |
| spellingShingle | Ismail, Napsiah Nehzati, Taravatsadat Rashidi-Bajgan, Hannaneh Fuzziness in analytic network process under interval numbers for criteria and alternatives |
| title | Fuzziness in analytic network process under interval numbers for criteria and alternatives |
| title_full | Fuzziness in analytic network process under interval numbers for criteria and alternatives |
| title_fullStr | Fuzziness in analytic network process under interval numbers for criteria and alternatives |
| title_full_unstemmed | Fuzziness in analytic network process under interval numbers for criteria and alternatives |
| title_short | Fuzziness in analytic network process under interval numbers for criteria and alternatives |
| title_sort | fuzziness in analytic network process under interval numbers for criteria and alternatives |
| url | http://psasir.upm.edu.my/id/eprint/45701/ http://psasir.upm.edu.my/id/eprint/45701/ http://psasir.upm.edu.my/id/eprint/45701/1/Fuzziness%20in%20analytic%20network%20process%20under%20interval%20numbers%20for%20criteria%20and%20alternatives.pdf |