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

NCUIR > Engineering College > Departmant of Mechanical Engineering > journal & Dissertation > Item 987654321/109084

Please use this identifier to cite or link to this item: https://ir.lib.ncu.edu.tw/handle/987654321/109084

Title:	The incorporation of the Taguchi and the VIKOR methods to optimize multi-response problems in intuitionistic fuzzy environments
Authors:	葉維磬;Peng, Jen-Ping;Yeh, Wei-Ching;Lai, Tsung-Chih;Hsu, Chi-Bin
Contributors:	工學院機械工程學系
Keywords:	intuitionistic fuzzy sets;multi-attribute decision-making;multi-response problem;Taguchi method;VIKOR method
Date:	2015-10-03
Issue Date:	2026-04-23 15:29:51 (UTC+8)
Publisher:	Taylor and Francis Ltd.;Taylor & Francis
Abstract:	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
Appears in Collections:	[Departmant of Mechanical Engineering ] journal & Dissertation

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