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GRP method for multiple attribute group decision making under trapezoidal interval type-2 fuzzy environment

  • Yanbing Ju*
  • , Dawei Ju
  • , Aihua Wang
  • , Mingyue Ju
  • *此作品的通讯作者
  • Beijing Institute of Technology
  • Peking University

科研成果: 期刊稿件文章同行评审

摘要

Multiple attribute group decision making (MAGDM) is a very active research field in management sciences. Many practical MAGDM problems are often characterized by ambiguity and uncertainty. The aim of this paper is to develop an integrated MAGDM method with unknown weight information under trapezoidal interval type-2 fuzzy environment based on the grey relational projection (GRP) method. Firstly, to determine the comprehensive weights of attributes, a novel method is proposed by combining the analytic hierarchy process (AHP) technique under trapezoidal interval type-2 fuzzy environment and inter-Attribute coefficient method. Secondly, the traditional GRP method is extended to solve MAGDM problems under trapezoidal interval type-2 fuzzy environment, i.e., the optimial alternative should have the largest grey relational projection on the trapezoidal interval type-2 fuzzy positive ideal solution (TIT2-FPIS) and smallest grey relational projection on the trapezoidal interval type-2 fuzzy negative ideal solution (TIT2-FNIS) simultaneously. Finally, an emergency medical department selection problem is taken as an illustrative example to demonstrate the calculation process of the proposed method.

源语言英语
页(从-至)3469-3482
页数14
期刊Journal of Intelligent and Fuzzy Systems
33
6
DOI
出版状态已出版 - 2017

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