A novel framework to evaluate programmable logic controllers: a fuzzy MCDM perspective

Wang, Chih-Hsuan; Wu, Huishan

doi:10.1007/s10845-013-0863-6

Cited by 22 publications

(14 citation statements)

References 18 publications

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“…, ) are normalized first and then aggregated via arithmetic mean to get the normalized direct-influence fuzzy matrix̃. In addition, formula (16) was utilized to normalize the group direct-influence fuzzy matrix̃in [156,161,168,172,178,179,181,183].…”

Section: Fuzzy-based Dematelmentioning

confidence: 99%

“…Step 4 by some researchers [161,179,181,182] to defuzzify the total-influence fuzzy matrix̃into the total-influence matrix . The rest of the steps are the same as the original DEMETAL technique.…”

Section: Fuzzy-based Dematelmentioning

confidence: 99%

“…Besides, based on the interactions among criteria, fuzzy AHP was utilized by Wang and Wu [181] and Hsu et al [171], fuzzy ANP was used by Taşkin et al [186], Fetanat and Khorasaninejad [182], and Bakeshlou et al [154], and fuzzy DEMATEL-based analytic network process (DANP) was employed by Hu et al [183] to calculate relative weights of criteria. [35] is a mathematical theory proposed to cope with systems which lack information.…”

Section: Mathematical Problems In Engineering 21mentioning

confidence: 99%

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DEMATEL Technique: A Systematic Review of the State-of-the-Art Literature on Methodologies and Applications

You

Liu

et al. 2018

Mathematical Problems in Engineering

719

410

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Decision making trial and evaluation laboratory (DEMATEL) is considered as an effective method for the identification of causeeffect chain components of a complex system. It deals with evaluating interdependent relationships among factors and finding the critical ones through a visual structural model. Over the recent decade, a large number of studies have been done on the application of DEMATEL and many different variants have been put forward in the literature. The objective of this study is to review systematically the methodologies and applications of the DEMATEL technique. We reviewed a total of 346 papers published from 2006 to 2016 in the international journals. According to the approaches used, these publications are grouped into five categories: classical DEMATEL, fuzzy DEMATEL, grey DEMATEL, analytical network process-(ANP-) DEMATEL, and other DEMATEL. All papers with respect to each category are summarized and analyzed, pointing out their implementing procedures, real applications, and crucial findings. This systematic and comprehensive review holds valuable insights for researchers and practitioners into using the DEMATEL in terms of indicating current research trends and potential directions for further research.

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Section: Fuzzy-based Dematelmentioning

confidence: 99%

Section: Fuzzy-based Dematelmentioning

confidence: 99%

Section: Mathematical Problems In Engineering 21mentioning

confidence: 99%

See 1 more Smart Citation

DEMATEL Technique: A Systematic Review of the State-of-the-Art Literature on Methodologies and Applications

You

Liu

et al. 2018

Mathematical Problems in Engineering

719

410

View full text Add to dashboard Cite

show abstract

“…It is simple, intuitive, yet powerful, to determine the importance weights among evaluation criteria and the performance ratings of alternatives [23,24]. In practice, the AHP needs to construct a top-down hierarchy (i.e.…”

Section: Using the Ahp To Generate The Importance Weights Of Grsmentioning

confidence: 99%

A systematic approach to select the optimal project portfolios for green manufacturing: An empirical study on TFT-LCD fabrication processes

Wang

2015

2015 International Conference on Industrial Engineering and Operations Management (IEOM)

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In recent years, stricter environmental regulations coupled with increasing awareness of environmental protection have urged manufacturing companies to raise serious concerns on sustainable issues, such as removal of waste or toxic materials, enhancing energy saving, reducing water consumption and fossil carbon emissions, and reusing recyclable components. In practice, however, most green or sustainable projects for improving product design or process layout incur significant implementation costs during the inception. In order to balance the trade-offs between maximal present worth and limited financial resources, this study proposes a novel framework to assists a TFT-LCD panel company in implementing lean manufacturing systems and green production processes. Initially, the importance degrees of green requirements (GRs) are derived through analytical hierarchy process (AHP). Thereafter, by considering the dependences between GRs and GAs, grey relational analysis (GRA) is conducted to derive the priorities of green alternatives (GAs). Finally, binary integer programming (BIP) is used to determine the optimal project portfolios. More importantly, this paper concurrently takes lean manufacturing (removing waste of materials) and sustainable process (reducing energy consumption) into account.

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“…Moreover, Sharma and Balan (2013) combined a TOPSIS (technique for order of preference by similarity to ideal solution) with multi criteria goal programming regarding Taguchi approach to solve an SSP including warranty degree, satisfaction, price, delivery, and quality criteria. Besides, Wang and Wu (2014) proposed a hybrid algorithm fuzzy AHP, fuzzy DEMATEL, and fuzzy Delphi to evaluate a supplier selection in MCDM problems. Kumru and Kumru (2014) solved a machine selection as a case study in a company using a fuzzy ANP as well.…”

Section: The Literature Review Of Supplier Selection Problemsmentioning

confidence: 99%

Evaluating a green supplier selection problem using a hybrid MODM algorithm

et al. 2014

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The green supplier selection (GSS) problem is a well-known strategy to outsource with respect to environmental protection. Although different applications of GSS have been proposed in the literature, the fuzzy five-objective GSS model has not been studied yet. This paper develops a multi-objective fuzzy linear programming model for a GSS problem, including 17 criteria, formed into 5 clusters while a hybrid fuzzy multi objective decision making (MODM) is employed to solve it. The aim of this paper is to select the best set of suppliers regarding optimal allocation of order quantities while demand and supplier's capacity are restricted. In the proposed hybrid solution algorithm, fuzzy decision making trial and evaluation laboratory approach is used to understand the interrelation among criteria, and fuzzy analytical network process (ANP) provides the criteria weights with respect to their dependencies. Then, a hybrid of fuzzy ANP and fuzzy multi-objective linear programming presents optimal order allocation among the selected suppliers, verified and compared with two other methods. Finally, the conclusion and future research are presented.Keywords Green supplier selection · Fuzzy analytical network process (ANP) · Fuzzy decision making trial and Evaluation laboratory (DEMATEL) · Order allocation · Fuzzy multi-objective linear programming (MOLP) · Weighted max-min operator

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A novel framework to evaluate programmable logic controllers: a fuzzy MCDM perspective

Cited by 22 publications

References 18 publications

DEMATEL Technique: A Systematic Review of the State-of-the-Art Literature on Methodologies and Applications

DEMATEL Technique: A Systematic Review of the State-of-the-Art Literature on Methodologies and Applications

A systematic approach to select the optimal project portfolios for green manufacturing: An empirical study on TFT-LCD fabrication processes

Evaluating a green supplier selection problem using a hybrid MODM algorithm

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