期刊
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
卷 82, 期 -, 页码 207-215出版社
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.engappai.2019.04.005
关键词
Interval-valued intuitionistic fuzzy set; DEMATEL; Choquet integral; Correlation analysis; Multi-criteria decision making
类别
资金
- Fundamental Research Grant Scheme, Ministry of Higher Education, Malaysia
- University Malaysia Terengganu [FRGS 59389]
- National Natural Science Foundation of China [71771156, 71501135]
- 2019 Sichuan Planning Project of Social Science, China [SC18A007]
- Key Research Institute of Humanities and Social Sciences in Sichuan Province, China [Xq18A01, LYC18-02]
- Project of Innovation at Sichuan University, China [2018hhs-43]
- National Spanish project [TIN2016-75850-R]
The decision making trial and evaluation laboratory (DEMATEL) is a pragmatic method used to construct the structural correlation of criteria in a multi-criteria decision making (MCDM) problem. This paper proposes modifications to DEMATEL. Different from the typical DEMATEL which utilizes crisp numbers, this modification introduces interval-valued intuitionistic fuzzy numbers to enhance judgements in group decision-making environment. We use the interval-valued intuitionistic fuzzy weighted averaging operator instead of the typical averaging operator to aggregate decision-makers' preferences. This paper proposes a combination of interval valued intuitionistic fuzzy numbers, DEMATEL and the Choquet integral to allow a strong interrelationship between the sum of rows and the sum of columns of criteria in structural correlation analysis. The feasibility and applicability of the proposed method is illustrated by a numerical example about sustainable solid waste management. The result indicates that 'collaboration and synergy' is the most influential criterion for sustainable solid waste management. Comparative results are presented to show the validity of the proposed method.
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