A Fuzzy Modelling Approach to Robust Design via Loss Functions

Melis ZEYBEK; Onur KÖKSOY

Makale detayları

A Fuzzy Modelling Approach to Robust Design via Loss Functions

Yazarlar:

Melis ZEYBEK | Onur KÖKSOY

Yayıncı:

Giresun University

Ana Başlıklar:

Matematik

Dergi:

Turkish Journal of Forecasting 2017 Vol.01 Issue 2, pp.40-45

Belge Tipi:

Makale

Yayın Tarihi:

12/2017

Belge Dili:

İngilizce

Document ID (Org No.):

2000637136

Sıklık:

İki Yıllık

eISSN:

2618-6594

Özet:

 


Especially in a world where
industrial development is reinforced by globalization tendencies, competitive
companies know that satisfying customers' needs and running a successful
operation requires a process that is reliable, predictable and robust.
Therefore, many of quality improvement techniques focus on reducing process
variation in line with the “loss to society” concept. The upside-down normal
loss function is a weighted loss function that has the ability to evaluate
losses with a more reasonable risk assessment. In this study, we introduce a
fuzzy modelling approach based on expected upside-down normal loss function
where the mean and standard deviation responses are fitted by response surface
models. The proposed method aims to identify a set of operating conditions to
maximize the degree of satisfaction with respect to the expected loss.
Additionally, the proposed approach provides a more informative and realistic
approach for comparing competing sets of conditions depending upon how much
better or worse a process is. We demonstrate the proposed approach in a
well-known design of experiment by comparing it with existing methods.


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Makale detayları

A Fuzzy Modelling Approach to Robust Design via Loss Functions

Yazarlar: Melis ZEYBEK | Onur KÖKSOY

Yayıncı: Giresun University

Ana Başlıklar: Matematik

Dergi: Turkish Journal of Forecasting 2017 Vol.01 Issue 2, pp.40-45

Belge Tipi: Makale

Yayın Tarihi: 12/2017

Belge Dili: İngilizce

Document ID (Org No.): 2000637136

Sıklık: İki Yıllık

eISSN: 2618-6594

Sayı

Yazarlar:

Melis ZEYBEK | Onur KÖKSOY

Yayıncı:

Giresun University

Ana Başlıklar:

Matematik

Dergi:

Turkish Journal of Forecasting 2017 Vol.01 Issue 2, pp.40-45

Belge Tipi:

Makale

Yayın Tarihi:

12/2017

Belge Dili:

İngilizce

Document ID (Org No.):

2000637136

Sıklık:

İki Yıllık

eISSN:

2618-6594