Yıl 2019, Cilt 8 , Sayı 2, Sayfalar 42 - 52 2019-12-31

A New Approach to Group Decision-Making Method Based on TOPSIS Under Fuzzy Soft Environment

Serdar ENGİNOĞLU [1] , Samet MEMİŞ [2] , Faruk KARAASLAN [3]


TOPSIS, developed in 1981 by Hwang and Yoon, is one of the known multi-criteria decision-making (MCDM) methods. In 2015, the group decision-making method based on TOPSIS under fuzzy soft environment was defined and applied to a decision-making problem by Eraslan and Karaaslan. Recently, this method has been configured by Enginoğlu and Memiş via fuzzy parameterized fuzzy soft matrices (fpfs-matrices), faithfully to the original, because a more general form is needed for the method in the event that the parameters have uncertainties. However, the configured method has two drawbacks which affect its running time and the ranking order negatively. We, in this study, improve this method by removing the disadvantages. We then compare the running time of these algorithms. The results show that the new method outperforms it, in particular, a large number of data come into question. For example, the proposed method offers up to 97.7672% of time advantage for ten objects and 9000 parameters. Afterwards, we apply the new method to a performance-based value assignment to seven state-of-art filters used in image denoising, so that we can order them in terms of performance. Finally, we discuss the need for further research.
Fuzzy sets, Soft sets, Soft decision-making, Soft matrices, fpfs-matrices
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Bölüm Articles
Yazarlar

Orcid: 0000-0002-7188-9893
Yazar: Serdar ENGİNOĞLU (Sorumlu Yazar)
Kurum: Çanakkale Onsekiz Mart Universitesi
Ülke: Turkey


Orcid: 0000-0002-0958-5872
Yazar: Samet MEMİŞ
Kurum: CANAKKALE ONSEKIZ MART UNIVERSITY
Ülke: Turkey


Yazar: Faruk KARAASLAN
Kurum: CANKIRI KARATEKIN UNIVERSITY
Ülke: Turkey


Destekleyen Kurum Çanakkale Onsekiz Mart University
Proje Numarası FBA-2018-1367
Teşekkür This work was supported by the Office of Scientific Research Projects Coordination at Çanakkale Onsekiz Mart University, Grant number: FBA-2018-1367.
Tarihler

Yayımlanma Tarihi : 31 Aralık 2019

Bibtex @araştırma makalesi { jnrs656500, journal = {Journal of New Results in Science}, issn = {}, eissn = {1304-7981}, address = {}, publisher = {Gaziosmanpaşa Üniversitesi}, year = {2019}, volume = {8}, pages = {42 - 52}, doi = {}, title = {A New Approach to Group Decision-Making Method Based on TOPSIS Under Fuzzy Soft Environment}, key = {cite}, author = {Engi̇noğlu, Serdar and Memi̇ş, Samet and Karaaslan, Faruk} }
APA Engi̇noğlu, S , Memi̇ş, S , Karaaslan, F . (2019). A New Approach to Group Decision-Making Method Based on TOPSIS Under Fuzzy Soft Environment . Journal of New Results in Science , 8 (2) , 42-52 . Retrieved from https://dergipark.org.tr/tr/pub/jnrs/issue/51087/656500
MLA Engi̇noğlu, S , Memi̇ş, S , Karaaslan, F . "A New Approach to Group Decision-Making Method Based on TOPSIS Under Fuzzy Soft Environment" . Journal of New Results in Science 8 (2019 ): 42-52 <https://dergipark.org.tr/tr/pub/jnrs/issue/51087/656500>
Chicago Engi̇noğlu, S , Memi̇ş, S , Karaaslan, F . "A New Approach to Group Decision-Making Method Based on TOPSIS Under Fuzzy Soft Environment". Journal of New Results in Science 8 (2019 ): 42-52
RIS TY - JOUR T1 - A New Approach to Group Decision-Making Method Based on TOPSIS Under Fuzzy Soft Environment AU - Serdar Engi̇noğlu , Samet Memi̇ş , Faruk Karaaslan Y1 - 2019 PY - 2019 N1 - DO - T2 - Journal of New Results in Science JF - Journal JO - JOR SP - 42 EP - 52 VL - 8 IS - 2 SN - -1304-7981 M3 - UR - Y2 - 2019 ER -
EndNote %0 Journal of New Results in Science A New Approach to Group Decision-Making Method Based on TOPSIS Under Fuzzy Soft Environment %A Serdar Engi̇noğlu , Samet Memi̇ş , Faruk Karaaslan %T A New Approach to Group Decision-Making Method Based on TOPSIS Under Fuzzy Soft Environment %D 2019 %J Journal of New Results in Science %P -1304-7981 %V 8 %N 2 %R %U
ISNAD Engi̇noğlu, Serdar , Memi̇ş, Samet , Karaaslan, Faruk . "A New Approach to Group Decision-Making Method Based on TOPSIS Under Fuzzy Soft Environment". Journal of New Results in Science 8 / 2 (Aralık 2020): 42-52 .
AMA Engi̇noğlu S , Memi̇ş S , Karaaslan F . A New Approach to Group Decision-Making Method Based on TOPSIS Under Fuzzy Soft Environment. JNRS. 2019; 8(2): 42-52.
Vancouver Engi̇noğlu S , Memi̇ş S , Karaaslan F . A New Approach to Group Decision-Making Method Based on TOPSIS Under Fuzzy Soft Environment. Journal of New Results in Science. 2019; 8(2): 42-52.
IEEE S. Engi̇noğlu , S. Memi̇ş ve F. Karaaslan , "A New Approach to Group Decision-Making Method Based on TOPSIS Under Fuzzy Soft Environment", Journal of New Results in Science, c. 8, sayı. 2, ss. 42-52, Ara. 2020