期刊
TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY
卷 19, 期 4, 页码 638-660出版社
VILNIUS GEDIMINAS TECH UNIV
DOI: 10.3846/20294913.2013.837114
关键词
MCDM (Multiple Criteria Decision Making); MADM (Multiple Attribute Decision Making); MODM (Multiple Objective Decision Making); DEMATEL (Decision Making Trial and Evaluation Laboratory); DANP (DEMATEL-based ANP); Fuzzy integral; INRM (Influential Network Relationship Map); VIKOR; aspiration level
类别
A typical multiple attribute decision making (MADM) model is a scientific analytical model for evaluating and improving a set of alternatives based on multiple criteria. However, this study identified some important new concepts and limitations/defects of traditional MADM for solving the real-world problems. First, the traditional MADM model assumes that criteria considered are independent and hierarchical in structure; however, the real-world problems often involve interdependent criteria, and thus interdependent models are required. Second, relatively good solutions from existing alternatives are replaced by the aspiration levels. Third, the trend has shifted from how to rankor select the most preferable alternatives, to how to improve their performances. Fourth, information fusion/aggregation, such as fuzzy integrals, basically, a non-additive/super-additive model, has been developed for performance aggregation. Therefore, to overcome the defects of the conventional MADM method and solve complex and dynamic real world problems, a Hybrid Dynamic Multiple Criteria Decision Making (HDMADM) method is needed. Finally, this study presented real cases to demonstrate the effectiveness of the HDMADM method for overcoming the defects of the conventional MADM method.
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