ELECTRE I Method Using Hesitant Linguistic Term Sets: An Application to Supplier Selection
Decision making is a common process in human activities. Every person or organization needs to make decisions besides dealing with uncertainty and vagueness associated with human cognition. The theory of fuzzy logic provides a mathematical base to model the uncertainities. Hesitant fuzzy linguistic...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Springer
2016-01-01
|
| Series: | International Journal of Computational Intelligence Systems |
| Subjects: | |
| Online Access: | https://www.atlantis-press.com/article/25868686/view |
| _version_ | 1811300750703198208 |
|---|---|
| author | Ali Fahmi Cengiz Kahraman Ümran Bilen |
| author_facet | Ali Fahmi Cengiz Kahraman Ümran Bilen |
| author_sort | Ali Fahmi |
| collection | DOAJ |
| description | Decision making is a common process in human activities. Every person or organization needs to make decisions besides dealing with uncertainty and vagueness associated with human cognition. The theory of fuzzy logic provides a mathematical base to model the uncertainities. Hesitant fuzzy linguistic term set (HFLTS) creates an appropriate method to deal with uncertainty in decision making. Managerial decision making generally implies that decision making process conducts multiple and conflicting criteria. Multi criteria decision analysis (MCDA) is a widely applied decision making method. Outranking methods are one type of MCDA methods which facilitate the decision making process through comparing binary relations in order to rank the alternatives. Elimination et Choix Traduisant la Réalité (ELECTRE), means elimination and choice that translates reality, is an outranking method. In this paper, an extended version of ELECTRE I method using HFLTS is proposed. Finally, a real case problem is provided to illustrate the HFLTS-ELECTRE I method. |
| first_indexed | 2024-04-13T06:57:00Z |
| format | Article |
| id | doaj.art-7656102c2eb543af89604f9cf49ae929 |
| institution | Directory Open Access Journal |
| issn | 1875-6883 |
| language | English |
| last_indexed | 2024-04-13T06:57:00Z |
| publishDate | 2016-01-01 |
| publisher | Springer |
| record_format | Article |
| series | International Journal of Computational Intelligence Systems |
| spelling | doaj.art-7656102c2eb543af89604f9cf49ae9292022-12-22T02:57:14ZengSpringerInternational Journal of Computational Intelligence Systems1875-68832016-01-019110.1080/18756891.2016.1146532ELECTRE I Method Using Hesitant Linguistic Term Sets: An Application to Supplier SelectionAli FahmiCengiz KahramanÜmran BilenDecision making is a common process in human activities. Every person or organization needs to make decisions besides dealing with uncertainty and vagueness associated with human cognition. The theory of fuzzy logic provides a mathematical base to model the uncertainities. Hesitant fuzzy linguistic term set (HFLTS) creates an appropriate method to deal with uncertainty in decision making. Managerial decision making generally implies that decision making process conducts multiple and conflicting criteria. Multi criteria decision analysis (MCDA) is a widely applied decision making method. Outranking methods are one type of MCDA methods which facilitate the decision making process through comparing binary relations in order to rank the alternatives. Elimination et Choix Traduisant la Réalité (ELECTRE), means elimination and choice that translates reality, is an outranking method. In this paper, an extended version of ELECTRE I method using HFLTS is proposed. Finally, a real case problem is provided to illustrate the HFLTS-ELECTRE I method.https://www.atlantis-press.com/article/25868686/viewMultiple criteria decision analysis (MCDA)outranking methodsELECTRE methodhesitant fuzzy linguistic terms set (HFLTS)ordered weighted averaging (OWA)computing with words (CWW) |
| spellingShingle | Ali Fahmi Cengiz Kahraman Ümran Bilen ELECTRE I Method Using Hesitant Linguistic Term Sets: An Application to Supplier Selection International Journal of Computational Intelligence Systems Multiple criteria decision analysis (MCDA) outranking methods ELECTRE method hesitant fuzzy linguistic terms set (HFLTS) ordered weighted averaging (OWA) computing with words (CWW) |
| title | ELECTRE I Method Using Hesitant Linguistic Term Sets: An Application to Supplier Selection |
| title_full | ELECTRE I Method Using Hesitant Linguistic Term Sets: An Application to Supplier Selection |
| title_fullStr | ELECTRE I Method Using Hesitant Linguistic Term Sets: An Application to Supplier Selection |
| title_full_unstemmed | ELECTRE I Method Using Hesitant Linguistic Term Sets: An Application to Supplier Selection |
| title_short | ELECTRE I Method Using Hesitant Linguistic Term Sets: An Application to Supplier Selection |
| title_sort | electre i method using hesitant linguistic term sets an application to supplier selection |
| topic | Multiple criteria decision analysis (MCDA) outranking methods ELECTRE method hesitant fuzzy linguistic terms set (HFLTS) ordered weighted averaging (OWA) computing with words (CWW) |
| url | https://www.atlantis-press.com/article/25868686/view |
| work_keys_str_mv | AT alifahmi electreimethodusinghesitantlinguistictermsetsanapplicationtosupplierselection AT cengizkahraman electreimethodusinghesitantlinguistictermsetsanapplicationtosupplierselection AT umranbilen electreimethodusinghesitantlinguistictermsetsanapplicationtosupplierselection |