OPTIMIZATION AND DECISION MAKING STAGES FOR ANALYSIS OF DUAL RESPONSE PROBLEM: MEDIAN-MAD, NSGA-II, TOPSIS

Özlem TÜRKŞEN; Ahmet KOCATÜRK; Gözde KARAKOÇ

doi:https://doi.org/10.18038/estubtda.515702

Makale detayları

OPTIMIZATION AND DECISION MAKING STAGES FOR ANALYSIS OF DUAL RESPONSE PROBLEM: MEDIAN-MAD, NSGA-II, TOPSIS

Yazarlar:

Özlem TÜRKŞEN | Ahmet KOCATÜRK | Gözde KARAKOÇ

Yayıncı:

Eskisehir Technical University

Dergi:

Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering 2019 Vol.20 Issue 4, pp.458-473

Belge Tipi:

Makale

Yayın Tarihi:

12/2019

Belge Dili:

İngilizce

Document ID (Org No.):

2000416947

pISSN:

2667-4211

DOI:

https://doi.org/10.18038/estubtda.515702

Özet:

 


The
purpose of this study is to obtain a proper set of input variables for
replicated response measured data set by applying dual response strategy in
robust framework with multi-objective perspective. The replicated response
measures were transformed to dual response by using robust statistics, median (MED) and median absolute deviation (MAD), instead of mean-standard deviation
statistics which were very commonly used in many existing studies. A compromise
solution of proposed robust dual response model was obtained via a
multi-criteria decision making approach since the optimization was achieved in
multi-objective point of view. In this study, well-known two methods, NSGA-II
and TOPSIS, were preferred for optimization and decision making stages,
respectively. Quality of printing ink data set was used an application from the
literature. It is seen from the analysis results that the performance of the
proposed robust dual response model was encouraging with the most satisfactory
input settings.


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Makale detayları

OPTIMIZATION AND DECISION MAKING STAGES FOR ANALYSIS OF DUAL RESPONSE PROBLEM: MEDIAN-MAD, NSGA-II, TOPSIS

Yazarlar: Özlem TÜRKŞEN | Ahmet KOCATÜRK | Gözde KARAKOÇ

Yayıncı: Eskisehir Technical University

Dergi: Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering 2019 Vol.20 Issue 4, pp.458-473

Belge Tipi: Makale

Yayın Tarihi: 12/2019

Belge Dili: İngilizce

Document ID (Org No.): 2000416947

pISSN: 2667-4211

DOI: https://doi.org/10.18038/estubtda.515702

Sayı

Yazarlar:

Özlem TÜRKŞEN | Ahmet KOCATÜRK | Gözde KARAKOÇ

Yayıncı:

Eskisehir Technical University

Dergi:

Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering 2019 Vol.20 Issue 4, pp.458-473

Belge Tipi:

Makale

Yayın Tarihi:

12/2019

Belge Dili:

İngilizce

Document ID (Org No.):

2000416947

pISSN:

2667-4211

DOI:

https://doi.org/10.18038/estubtda.515702