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## Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research, (2010) 207, 848-855]

#### Serdar ENGİNOĞLU [1] , Samet MEMİŞ [2] , Tutku ÖNGEL [3]

The uni-int decision-making method constructed by and-product/or-product was defined and applied to a decision-making problem by Çağman and Enginoğlu. The method has a potential for applications in several areas such as machine learning and image processing. 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 or objects have uncertainties. However, in the case that a large amount of data is processed, the method has a disadvantage regarding time and complexity. To deal with this problem and to be able to use this configured method denoted by CE10 effectively, we suggest two algorithms in this paper, i.e. EMO18a and EMO18o, and prove that CE10 constructed by and-product (CE10a) and constructed by or-product (CE10o) are special cases of EMO18a and EMO18o, respectively, if first rows of the fpfs-matrices are binary. We then compare the running times of these algorithms. The results show that EMO18a and EMO18o outperform CE10a and CE10o, respectively. Particularly in problems containing a large amount of parameters, EMO18a and EMO18o offer up to 99.9966% and 99.9965% of time advantage, respectively. Afterwards, we apply EMO18o to a performance-based value assignment to the methods used in noise removal, 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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Birincil Dil en Fen Articles Orcid: 0000-0002-7188-9893Yazar: Serdar ENGİNOĞLU Kurum: Çanakkale Onsekiz Mart University, Faculty of Arts and SciencesÜlke: Turkey Orcid: 0000-0002-0958-5872Yazar: Samet MEMİŞ Kurum: CANAKKALE ONSEKIZ MART UNIVERSITYÜlke: Turkey Orcid: 0000-0001-7769-9348Yazar: Tutku ÖNGEL Kurum: CANAKKALE ONSEKIZ MART UNIVERSITYÜlke: Turkey Yayımlanma Tarihi : 15 Aralık 2018
 Bibtex @araştırma makalesi { jnrs482909, journal = {Journal of New Results in Science}, issn = {}, eissn = {1304-7981}, address = {}, publisher = {Gaziosmanpaşa Üniversitesi}, year = {2018}, volume = {7}, pages = {28 - 43}, doi = {}, title = {Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research, (2010) 207, 848-855]}, key = {cite}, author = {Engi̇noğlu, Serdar and Memi̇ş, Samet and Öngel, Tutku} } APA Engi̇noğlu, S , Memi̇ş, S , Öngel, T . (2018). Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research, (2010) 207, 848-855] . Journal of New Results in Science , 7 (3) , 28-43 . Retrieved from https://dergipark.org.tr/tr/pub/jnrs/issue/40346/482909 MLA Engi̇noğlu, S , Memi̇ş, S , Öngel, T . "Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research, (2010) 207, 848-855]" . Journal of New Results in Science 7 (2018 ): 28-43 Chicago Engi̇noğlu, S , Memi̇ş, S , Öngel, T . "Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research, (2010) 207, 848-855]". Journal of New Results in Science 7 (2018 ): 28-43 RIS TY - JOUR T1 - Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research, (2010) 207, 848-855] AU - Serdar Engi̇noğlu , Samet Memi̇ş , Tutku Öngel Y1 - 2018 PY - 2018 N1 - DO - T2 - Journal of New Results in Science JF - Journal JO - JOR SP - 28 EP - 43 VL - 7 IS - 3 SN - -1304-7981 M3 - UR - Y2 - 2018 ER - EndNote %0 Journal of New Results in Science Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research, (2010) 207, 848-855] %A Serdar Engi̇noğlu , Samet Memi̇ş , Tutku Öngel %T Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research, (2010) 207, 848-855] %D 2018 %J Journal of New Results in Science %P -1304-7981 %V 7 %N 3 %R %U ISNAD Engi̇noğlu, Serdar , Memi̇ş, Samet , Öngel, Tutku . "Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research, (2010) 207, 848-855]". Journal of New Results in Science 7 / 3 (Aralık 2018): 28-43 . AMA Engi̇noğlu S , Memi̇ş S , Öngel T . Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research, (2010) 207, 848-855]. JNRS. 2018; 7(3): 28-43. Vancouver Engi̇noğlu S , Memi̇ş S , Öngel T . Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research, (2010) 207, 848-855]. Journal of New Results in Science. 2018; 7(3): 28-43. IEEE S. Engi̇noğlu , S. Memi̇ş ve T. Öngel , "Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research, (2010) 207, 848-855]", Journal of New Results in Science, c. 7, sayı. 3, ss. 28-43, Ara. 2018

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