Yıl 2020, Cilt 9 , Sayı 1, Sayfalar 19 - 36 2020-05-30

A New Approach to the Criteria-Weighted Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment Problem

Serdar ENGİNOĞLU [1] , Samet MEMİŞ [2]


Recently, the criteria-weighted fuzzy soft max-min decision-making (WFSMmDM) method provided in [Razak, S. A., Mohamad, D., A decision making method using fuzzy soft sets, Malaysian Journal of Fundamental and Applied Sciences, 2013, 9(2), 99-104] has been configured to operate in the fuzzy parameterized fuzzy soft matrices (fpfs-matrices) space by Enginoğlu and Memiş [A configuration of some soft decision-making algorithms via fpfs-matrices, Cumhuriyet Science Journal, 2018, 39(4), 871-881] faithfully to the original. Even though this configured method, which is denoted by RM13 and constructed by and-product/or-product (RM13a/RM13o), is useful in soft decision-making, it is of great importance to improve the method in terms of running time and complexity when processing a large number of data. In this study, to improve WFSMmDM, we propose two algorithms, denoted by EM20a and EM20o. Furthermore, we prove that EM20a is equivalent to RM13a. Thereafter, we compare the running time of these algorithms. The results show that EM20a and EM20o outperform RM13a and RM13o, respectively, in any number of data. We then apply EM20o to the problem of performance-based value assignment concerning seven filters used in image denoising. Besides, we compare the proposed two methods’ performance ranking with that of eight state-of-art soft decision-making methods. Finally, we provide the conclusive remarks and some suggestions for further research.
Fuzzy sets, Soft sets, Soft decision-making, Soft Matrices, fpfs-matrices
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Birincil Dil en
Konular Fen
Bölüm Articles
Yazarlar

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


Orcid: 0000-0002-0958-5872
Yazar: Samet MEMİŞ
Kurum: Çanakkale Onsekiz Mart University
Ülke: Turkey


Destekleyen Kurum Çanakkale Onsekiz Mart University
Proje Numarası FBA-2018-1367
Teşekkür The authors thank Dr Uğur Erkan for technical support.
Tarihler

Yayımlanma Tarihi : 30 Mayıs 2020

Bibtex @araştırma makalesi { jnrs709375, journal = {Journal of New Results in Science}, issn = {}, eissn = {1304-7981}, address = {}, publisher = {Gaziosmanpaşa Üniversitesi}, year = {2020}, volume = {9}, pages = {19 - 36}, doi = {}, title = {A New Approach to the Criteria-Weighted Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment Problem}, key = {cite}, author = {Engi̇noğlu, Serdar and Memi̇ş, Samet} }
APA Engi̇noğlu, S , Memi̇ş, S . (2020). A New Approach to the Criteria-Weighted Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment Problem . Journal of New Results in Science , 9 (1) , 19-36 . Retrieved from https://dergipark.org.tr/tr/pub/jnrs/issue/53974/709375
MLA Engi̇noğlu, S , Memi̇ş, S . "A New Approach to the Criteria-Weighted Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment Problem" . Journal of New Results in Science 9 (2020 ): 19-36 <https://dergipark.org.tr/tr/pub/jnrs/issue/53974/709375>
Chicago Engi̇noğlu, S , Memi̇ş, S . "A New Approach to the Criteria-Weighted Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment Problem". Journal of New Results in Science 9 (2020 ): 19-36
RIS TY - JOUR T1 - A New Approach to the Criteria-Weighted Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment Problem AU - Serdar Engi̇noğlu , Samet Memi̇ş Y1 - 2020 PY - 2020 N1 - DO - T2 - Journal of New Results in Science JF - Journal JO - JOR SP - 19 EP - 36 VL - 9 IS - 1 SN - -1304-7981 M3 - UR - Y2 - 2020 ER -
EndNote %0 Journal of New Results in Science A New Approach to the Criteria-Weighted Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment Problem %A Serdar Engi̇noğlu , Samet Memi̇ş %T A New Approach to the Criteria-Weighted Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment Problem %D 2020 %J Journal of New Results in Science %P -1304-7981 %V 9 %N 1 %R %U
ISNAD Engi̇noğlu, Serdar , Memi̇ş, Samet . "A New Approach to the Criteria-Weighted Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment Problem". Journal of New Results in Science 9 / 1 (Mayıs 2020): 19-36 .
AMA Engi̇noğlu S , Memi̇ş S . A New Approach to the Criteria-Weighted Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment Problem. JNRS. 2020; 9(1): 19-36.
Vancouver Engi̇noğlu S , Memi̇ş S . A New Approach to the Criteria-Weighted Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment Problem. Journal of New Results in Science. 2020; 9(1): 19-36.
IEEE S. Engi̇noğlu ve S. Memi̇ş , "A New Approach to the Criteria-Weighted Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment Problem", Journal of New Results in Science, c. 9, sayı. 1, ss. 19-36, May. 2020