A generalized DEMATEL theory with a shrinkage coefficient for an indirect relation matrix

Hsiang Chuan Liu, Ben Chang Shia, Yih Chang Ou, Huan Wen Su

Research output: Contribution to journalArticle

Abstract

In this paper, a novel decision-making trial and evaluation laboratory (DEMATEL) theory with a shrinkage coefficient of indirect relation matrix is proposed, and a useful validity index, called Liu's validity index, is also proposed for evaluating the performance of any DEMATEL model. If the shrinkage coefficient of an indirect relation matrix is equal to 1, then this new theory is identical to the traditional theory; in other words, it is a generalization of the traditional theory. Furthermore, the indirect relation is always considerably greater than the direct one in traditional DEMATEL theory, which is unreasonable and unfair because it overemphasizes the influence of the indirect relation. We prove in this paper that if the shrinkage coefficient is equal to 0.5, then the indirect relation is less than its direct relation. Because the shrinkage coefficient belongs to [0.5, 1], according to Liu's validity index, we can find a more appropriate shrinkage coefficient to obtain a more efficient DEMATEL method. Some crucial properties of this new theory are discussed, and a simple example is provided to illustrate the advantages of the proposed theory.

Original languageEnglish
Article number01020
JournalMATEC Web of Conferences
Volume119
DOIs
Publication statusPublished - Aug 4 2017

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Decision making

ASJC Scopus subject areas

  • Chemistry(all)
  • Engineering(all)
  • Materials Science(all)

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A generalized DEMATEL theory with a shrinkage coefficient for an indirect relation matrix. / Liu, Hsiang Chuan; Shia, Ben Chang; Ou, Yih Chang; Su, Huan Wen.

In: MATEC Web of Conferences, Vol. 119, 01020, 04.08.2017.

Research output: Contribution to journalArticle

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