Yıl 2019, Cilt 6 , Sayı 3, Sayfalar 466 - 481 2019-09-30

A Generalization of Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment in Image Denoising
Bulanık Esnek Maks-Min Karar Verme Metodunun Bir Genelleştirmesi ve Gürültü Kaldırmada Performans Temelli Değer Atamaya Uygulaması

Serdar ENGİNOĞLU [1] , Samet MEMIŞ [2] , Naim ÇAĞMAN [3]


Latterly, the fuzzy soft max-min decision-making method denoted by FSMmDM and provided in [Çağman, N., Enginoǧlu, S., Fuzzy soft matrix theory and its application in decision making, Iranian Journal of Fuzzy Systems, 2012, 9(1), 109-119] has been configured via fuzzy parameterized fuzzy soft matrices (fpfs-matrices) 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. Although this configured method denoted by CE12 and constructed by and-product/or-product (CE12a/CE12o) is useful in decision-making, the method should be made more attractive in terms of time and complexity in the event that a large amount of data is processed. In this paper, we propose two algorithms EMC19a and EMC19o that accept CE12a and CE12o as a special case, respectively, in the event that the first rows of the fpfs-matrices are binary. That is, EMC19a and EMC19o are new generalized forms of FSMmDM. Afterwards, we compare the running times of these algorithms. The results show that EMC19a and EMC19o outperform CE12a and CE12o, respectively, in any number of data. We then apply EMC19o to a decision-making problem in image denoising. Finally, we discuss the need for further research

Son zamanlarda, FSMmDM ile gösterilen ve [Çağman, N., Enginoǧlu, S., Fuzzy soft matrix theory and its application in decision making, Iranian Journal of Fuzzy Systems, 2012, 9(1), 109-119] çalışmasında verilen bulanık esnek maks-min karar verme metodu, Enginoğlu ve Memiş [A configuration of some soft decision-making algorithms via -matrices, Cumhuriyet Science Journal, 2018, 39(4), 871-881] tarafından bulanık parametreli bulanık esnek matrisler ( -matrisler) yoluyla orijinaline sadık kalacak biçimde yapılandırıldı. CE12 ile gösterilen ve ve-çarpım/veya-çarpım (CE12a/CE12o) yoluyla inşa edilen bu yapılandırılmış metot karar vermede kullanışlı olmasına rağmen, yüksek sayıda veri işlenirken zaman ve karmaşıklık bakımından daha cazip hale getirilmesi gerekmektedir. Bu çalışmada, FSMmDM’nin genelleştirmeleri olan ve EMC19a ve EMC19o ile gösterilen iki algoritma öneriyoruz. Ayrıca, EMC19a’nın -matrislerin ilk satırlarındaki bileşenlerin 0 ya da 1 olduğunda CE12a’yı özel bir durum olarak kabul ettiğini gösteriyoruz. Ardından, bu algoritmaların çalışma sürelerini karşılaştırıyoruz. Sonuçlar herhangi bir veri sayısında EMC19a ve EMC19o’nun sırasıyla CE12a ve CE12o’dan daha iyi bir performans sergilediğini göstermektedir. Daha sonra, EMC19o’yu gürültü kaldırmada bir karar verme problemine uyguluyoruz. Son olarak, sonraki çalışmalar hakkında bir tartışmaya yer veriyoruz.
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Birincil Dil en
Konular Mühendislik
Bölüm Makaleler
Yazarlar

Orcid: 0000-0002-7188-9893
Yazar: Serdar ENGİNOĞLU (Sorumlu Yazar)
Kurum: CANAKKALE ONSEKIZ MART UNIVERSITY
Ülke: Turkey


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


Orcid: 0000-0003-3037-1868
Yazar: Naim ÇAĞMAN
Kurum: Gaziosmanpasa University
Ülke: Turkey


Tarihler

Başvuru Tarihi : 9 Nisan 2019
Kabul Tarihi : 12 Haziran 2019
Yayımlanma Tarihi : 30 Eylül 2019

Bibtex @araştırma makalesi { ecjse551487, journal = {El-Cezeri Journal of Science and Engineering}, issn = {2148-3736}, eissn = {2148-3736}, address = {}, publisher = {Selami ŞAŞMAZ}, year = {2019}, volume = {6}, pages = {466 - 481}, doi = {10.31202/ecjse.551487}, title = {A Generalization of Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment in Image Denoising}, key = {cite}, author = {Engi̇noğlu, Serdar and Memış, Samet and Çağman, Naim} }
APA Engi̇noğlu, S , Memış, S , Çağman, N . (2019). A Generalization of Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment in Image Denoising . El-Cezeri Journal of Science and Engineering , 6 (3) , 466-481 . DOI: 10.31202/ecjse.551487
MLA Engi̇noğlu, S , Memış, S , Çağman, N . "A Generalization of Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment in Image Denoising" . El-Cezeri Journal of Science and Engineering 6 (2019 ): 466-481 <https://dergipark.org.tr/tr/pub/ecjse/issue/49096/551487>
Chicago Engi̇noğlu, S , Memış, S , Çağman, N . "A Generalization of Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment in Image Denoising". El-Cezeri Journal of Science and Engineering 6 (2019 ): 466-481
RIS TY - JOUR T1 - A Generalization of Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment in Image Denoising AU - Serdar Engi̇noğlu , Samet Memış , Naim Çağman Y1 - 2019 PY - 2019 N1 - doi: 10.31202/ecjse.551487 DO - 10.31202/ecjse.551487 T2 - El-Cezeri Journal of Science and Engineering JF - Journal JO - JOR SP - 466 EP - 481 VL - 6 IS - 3 SN - 2148-3736-2148-3736 M3 - doi: 10.31202/ecjse.551487 UR - https://doi.org/10.31202/ecjse.551487 Y2 - 2019 ER -
EndNote %0 El-Cezeri Journal of Science and Engineering A Generalization of Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment in Image Denoising %A Serdar Engi̇noğlu , Samet Memış , Naim Çağman %T A Generalization of Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment in Image Denoising %D 2019 %J El-Cezeri Journal of Science and Engineering %P 2148-3736-2148-3736 %V 6 %N 3 %R doi: 10.31202/ecjse.551487 %U 10.31202/ecjse.551487
ISNAD Engi̇noğlu, Serdar , Memış, Samet , Çağman, Naim . "A Generalization of Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment in Image Denoising". El-Cezeri Journal of Science and Engineering 6 / 3 (Eylül 2019): 466-481 . https://doi.org/10.31202/ecjse.551487
AMA Engi̇noğlu S , Memış S , Çağman N . A Generalization of Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment in Image Denoising. ECJSE. 2019; 6(3): 466-481.
Vancouver Engi̇noğlu S , Memış S , Çağman N . A Generalization of Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment in Image Denoising. El-Cezeri Journal of Science and Engineering. 2019; 6(3): 466-481.
IEEE S. Engi̇noğlu , S. Memış ve N. Çağman , "A Generalization of Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment in Image Denoising", El-Cezeri Journal of Science and Engineering, c. 6, sayı. 3, ss. 466-481, Eyl. 2019, doi:10.31202/ecjse.551487