The incorporation of the Taguchi and the VIKOR methods to optimize multi-response problems in intuitionistic fuzzy environments

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题名:	The incorporation of the Taguchi and the VIKOR methods to optimize multi-response problems in intuitionistic fuzzy environments
作者:	葉維磬;Peng, Jen-Ping;Yeh, Wei-Ching;Lai, Tsung-Chih;Hsu, Chi-Bin
贡献者:	工學院機械工程學系
关键词:	intuitionistic fuzzy sets;multi-attribute decision-making;multi-response problem;Taguchi method;VIKOR method
日期:	2015-10-03
上传时间:	2026-04-23 15:29:51 (UTC+8)
出版者:	Taylor and Francis Ltd.;Taylor & Francis
摘要:	摘要： The Taguchi method is a powerful method of solving quality problems in various fields of engineering. However, this method was developed to optimize single-response processes. In many multi-response optimization problems, the important response is determined subjectively, based on knowledge or experience. However, using only exact numbers to represent this importance is problematic, because there is uncertainty and vagueness. The concept of intuitionistic fuzzy sets (IFSs) is a powerful method for characterization, using a membership function and a non-membership function. This paper proposes an efficient VIKOR method that optimizes multi-response problems in intuitionistic fuzzy environments. The importance weights of various responses are evaluated in terms of IFSs. In the proposed method, the similarity measure between IFSs is used to determine the crisp weights of the responses. This scheme eliminates the need for complicated intuitionistic fuzzy arithmetic operations and increases efficiency in solving multi-response optimization problems in intuitionistic fuzzy environments. Two case studies: plasma-enhanced chemical vapor deposition and a double-sided surface mount technology electronic assembly operation are used to demonstrate the effectiveness of the proposed method. 出版者： Taylor & Francis 出版日期： 2015-10-03 出處： Journal of the Chinese Institute of Engineers, 2015-10, Vol.38 (7), p.897-907 版權： 2015 The Chinese Institute of Engineers 2015 識別號： ISSN: 0253-3839 識別號： EISSN: 2158-7299 識別號： DOI: 10.1080/02533839.2015.1037994
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