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Comparing Entropy Weighting Method and AHP for JIT implementation in a Manufacturing System

Ehsan Yadollahi, El-Houssaine Aghezzaf (UGent) and BT Hang Tuah Baharudin
(2015)
Author
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Abstract
Although some important criteria, such as work in process (WIP) and inventory, are recognized to have an impact on Just-in-Time (JIT) implementations, the exact weights of these criteria for different systems are not known. Consequently, the decision maker will not be able to predict the size of change in the system when implementing his JIT strategy. On the other hand, different weighting methods result in different weight values which makes it more confusing for the decision maker. We therefore consider entropy weighting method and Analytic Hierarchy Process (AHP) to compute the weights of the selected criteria. A case study is also discussed to demonstrate the differences between these two weighting methods. Simulation modeling is used to validate and compare the results.
Keywords
Simulation Modeling, Just-in-Time Philosophy, Entropy Weighting Method, Analytic Hierarchy Process

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Citation

Please use this url to cite or link to this publication:

MLA
Yadollahi, Ehsan, et al. Comparing Entropy Weighting Method and AHP for JIT Implementation in a Manufacturing System. 2015.
APA
Yadollahi, E., Aghezzaf, E.-H., & Baharudin, B. H. T. (2015). Comparing Entropy Weighting Method and AHP for JIT implementation in a Manufacturing System. Presented at the ORBEL 29, Antwerp, Belgium.
Chicago author-date
Yadollahi, Ehsan, El-Houssaine Aghezzaf, and BT Hang Tuah Baharudin. 2015. “Comparing Entropy Weighting Method and AHP for JIT Implementation in a Manufacturing System.” In .
Chicago author-date (all authors)
Yadollahi, Ehsan, El-Houssaine Aghezzaf, and BT Hang Tuah Baharudin. 2015. “Comparing Entropy Weighting Method and AHP for JIT Implementation in a Manufacturing System.” In .
Vancouver
1.
Yadollahi E, Aghezzaf E-H, Baharudin BHT. Comparing Entropy Weighting Method and AHP for JIT implementation in a Manufacturing System. In 2015.
IEEE
[1]
E. Yadollahi, E.-H. Aghezzaf, and B. H. T. Baharudin, “Comparing Entropy Weighting Method and AHP for JIT implementation in a Manufacturing System,” presented at the ORBEL 29, Antwerp, Belgium, 2015.
@inproceedings{8515110,
  abstract     = {{Although some important criteria, such as work in process (WIP) and inventory, are recognized
to have an impact on Just-in-Time (JIT) implementations, the exact weights of these criteria for
different systems are not known. Consequently, the decision maker will not be able to predict
the size of change in the system when implementing his JIT strategy. On the other hand,
different weighting methods result in different weight values which makes it more confusing
for the decision maker. We therefore consider entropy weighting method and Analytic
Hierarchy Process (AHP) to compute the weights of the selected criteria. A case study is also
discussed to demonstrate the differences between these two weighting methods. Simulation
modeling is used to validate and compare the results.}},
  author       = {{Yadollahi, Ehsan and Aghezzaf, El-Houssaine and Baharudin, BT Hang Tuah}},
  keywords     = {{Simulation Modeling,Just-in-Time Philosophy,Entropy Weighting Method,Analytic Hierarchy Process}},
  language     = {{eng}},
  location     = {{Antwerp, Belgium}},
  pages        = {{2}},
  title        = {{Comparing Entropy Weighting Method and AHP for JIT implementation in a Manufacturing System}},
  year         = {{2015}},
}