Academic Journal
A Choquet integral-based hesitant fuzzy gained and lost dominance score method for multi-criteria group decision making considering the risk preferences of experts: Case study of higher business education evaluation
| العنوان: | A Choquet integral-based hesitant fuzzy gained and lost dominance score method for multi-criteria group decision making considering the risk preferences of experts: Case study of higher business education evaluation |
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| المؤلفون: | Liao, Zhiqiang, Liao, Huchang, Tang, Ming, Al-Barakati, Abdullah, Llopis-Albert, Carlos |
| المساهمون: | Universitat Politècnica de València. Departamento de Ingeniería Mecánica y de Materiales - Departament d'Enginyeria Mecànica i de Materials, National Natural Science Foundation of China, Department of Science and Technology of Sichuan Province |
| بيانات النشر: | Elsevier |
| سنة النشر: | 2020 |
| المجموعة: | Universitat Politécnica de Valencia: RiuNet / Politechnical University of Valencia |
| مصطلحات موضوعية: | Multiple criteria group decision making, Hesitant fuzzy set, Gained and lost dominance score method, Choquet integral, Prospect theory, INGENIERIA MECANICA |
| الوصف: | [EN] With the rapid development of higher business education, higher business education evaluation has attracted considerable attention of researchers and practitioners. The higher business education evaluation is an essential part of the development of a business school, which has a direct impact on its resource distribution. The higher business education evaluation can be considered as a multiple criteria group decision making (MCGDM) problem that involves a group of experts. Due to the complexity of the decision-making problem, decision criteria are not fully independent to each other, and the assumption of complete rationality of experts is usually invalid in many situations. In this paper, we propose a Choquet integral-based hesitant fuzzy gained and lost dominance score method to address the two important issues regarding the interactions among criteria and the behavior preference characteristics of experts in MCGDM problems. Firstly, a comprehensive distance measure of hesitant fuzzy sets is introduced by considering the relative importance of two separations. Then, a Choquet integral-based hesitant fuzzy gained and lost dominance score method based on the prospect theory is proposed to address the MCGDM problems in which experts make decision with the risk preference psychology. Finally, an illustrative example of higher business education evaluation is provided to demonstrate the applicability of the proposed method, and the sensitivity and comparative analysis are also completed to verify the validity of the proposed method. ; The work was supported by the National Natural Science Foundation of China (71771156) and the 2019 Soft Science Project of Sichuan Science and Technology Department (No. 2019JDR0141). ; Liao, Z.; Liao, H.; Tang, M.; Al-Barakati, A.; Llopis-Albert, C. (2020). A Choquet integral-based hesitant fuzzy gained and lost dominance score method for multi-criteria group decision making considering the risk preferences of experts: Case study of higher business education evaluation. ... |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | English |
| تدمد: | 1566-2535 |
| Relation: | Information Fusion; info:eu-repo/grantAgreement/SPDST//2019JDR0141/; info:eu-repo/grantAgreement/NSFC//71771156/; https://doi.org/10.1016/j.inffus.2020.05.003; urn:issn:1566-2535; http://hdl.handle.net/10251/169417 |
| DOI: | 10.1016/j.inffus.2020.05.003 |
| الاتاحة: | http://hdl.handle.net/10251/169417 https://doi.org/10.1016/j.inffus.2020.05.003 |
| Rights: | http://creativecommons.org/licenses/by-nc-nd/4.0/ ; info:eu-repo/semantics/openAccess |
| رقم الانضمام: | edsbas.D0555E9A |
| قاعدة البيانات: | BASE |
| تدمد: | 15662535 |
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| DOI: | 10.1016/j.inffus.2020.05.003 |