Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research

Serdar Enginoğlu; Samet Memiş; Tutku Öngel

EN

Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research

Abstract

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.

Keywords

Fuzzy sets, Soft sets, Soft decision-making, Soft matrices, fpfs-matrices

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Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Authors

Serdar Enginoğlu
0000-0002-7188-9893
Türkiye

Samet Memiş
0000-0002-0958-5872
Türkiye

Tutku Öngel This is me
0000-0001-7769-9348
Türkiye

Publication Date

December 15, 2018

Submission Date

November 14, 2018

Acceptance Date

December 14, 2018

Published in Issue

Year 2018 Volume: 7 Number: 3

IZ

https://izlik.org/JA28XJ89ME

APA

Enginoğlu, S., Memiş, S., & Öngel, T. (2018). Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research. Journal of New Results in Science, 7(3), 28-43. https://izlik.org/JA28XJ89ME

AMA

1.Enginoğlu S, Memiş S, Öngel T. Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research. JNRS. 2018;7(3):28-43. https://izlik.org/JA28XJ89ME

Chicago

Enginoğlu, Serdar, Samet Memiş, and Tutku Öngel. 2018. “Comment on Soft Set Theory and Uni-Int Decision-Making [European Journal of Operational Research”. Journal of New Results in Science 7 (3): 28-43. https://izlik.org/JA28XJ89ME.

EndNote

Enginoğlu S, Memiş S, Öngel T (December 1, 2018) Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research. Journal of New Results in Science 7 3 28–43.

IEEE

[1]S. Enginoğlu, S. Memiş, and T. Öngel, “Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research”, JNRS, vol. 7, no. 3, pp. 28–43, Dec. 2018, [Online]. Available: https://izlik.org/JA28XJ89ME

ISNAD

Enginoğlu, Serdar - Memiş, Samet - Öngel, Tutku. “Comment on Soft Set Theory and Uni-Int Decision-Making [European Journal of Operational Research”. Journal of New Results in Science 7/3 (December 1, 2018): 28-43. https://izlik.org/JA28XJ89ME.

JAMA

1.Enginoğlu S, Memiş S, Öngel T. Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research. JNRS. 2018;7:28–43.

MLA

Enginoğlu, Serdar, et al. “Comment on Soft Set Theory and Uni-Int Decision-Making [European Journal of Operational Research”. Journal of New Results in Science, vol. 7, no. 3, Dec. 2018, pp. 28-43, https://izlik.org/JA28XJ89ME.

Vancouver

1.Serdar Enginoğlu, Samet Memiş, Tutku Öngel. Comment on Soft Set Theory and uni-int Decision-Making [European Journal of Operational Research. JNRS [Internet]. 2018 Dec. 1;7(3):28-43. Available from: https://izlik.org/JA28XJ89ME