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INVESTIGATION OF PAPERS ACCORDING TO OPTICAL AND PHYSICAL PROPERTIES USING MULTI-CRITERIA DECISION-MAKING METHOD

Year 2022, Volume: 8 Issue: 2, 77 - 81, 30.12.2022
https://doi.org/10.22531/muglajsci.1192273

Abstract

In this study, using the multi-criteria decision-making mechanism PROMETHEE method, a decision-making mechanism is created for the most suitable paper selection according to some optical and physical properties of the papers. Within the scope of the study, 80 g/m2 high grade papers obtained from 5 different companies are used. The optical and physical properties of these papers are measured in the laboratory environment and the most suitable paper is selected by using the multi-criteria decision-making method. By using this method, the situations where the decision makers are undecided in the selection of paper became meaningful. By using this method, the most suitable paper can be selected in cases where there is uncertainty in both the paper and printing sector, and this method can be used by all companies that appeal to this sector. This study, which may attract the attention of many companies for the paper industry, has the potential to shed light on the studies in the field of decision making.

Thanks

I would like to thank Dr. Feride TUGRUL for her assistance in mathematical calculations.

References

  • Zadeh, L.A. “Fuzzy Sets”, Information and Control, Vol.8, pp.338-353, 1965.
  • Tuğrul, F. "Evaluation of papers according to offset print quality: the intuitionistic fuzzy based multi criteria decision making mechanism", Pigment & Resin Technology, Vol. ahead-of-print No. ahead-of-print, https://doi.org/10.1108/PRT-04-2022-0059, 2022.
  • Majumder, M. “Multi Criteria Decision Making”, Chapter 2, Springer, pp.35-47, 2015.
  • Tuğrul, F., Çitil, M. and Karasolak, B., Dağlı, M. “Interpretation of Physical Conditions of Schools with Fuzzy Multi Criteria Decision Making”, Journal of Universal Mathematics, 3(1), 46-52, 2020.
  • Tuğrul, F., Yılmaz, B. and Çitil, M. “Application of Ranking with Similarity Measure in Multi Criteria Decision Making”, Konuralp Journal of Mathematics, 7(2), 438-441, 2019a.
  • Tuğrul, F., Çitil, M. and Balcı, S. “On The Determination Students' Aptitude Using Intuitionistic Fuzzy Logic”, Journal of Universal Mathematics, 2(1), 36-41, 2019b.
  • Tuğrul, F., Yılmaz, B. and Çitil, M. “School Success Ranking in Multi Criteria Decision Making”, Turkish Journal Mathematics and Computer Science, 10, 1-6, 2018.
  • Tuğrul, F., Çitil, M. and Gezercan, M. “Application of Intuitionistic Fuzzy Sets in High School Determination Via Normalized Euclidean Distance Metod”, Notes on Intuitionistic Fuzzy Sets, 23(1), 42-47, 2017.
  • Tuğrul, F., and Çitil, M. “A New Perspective On Evaluation System in Education With Intuitionıstıc Fuzzy Logic and Promethee Algorithm”, Journal of Universal Mathematics, Vol.4 No.1 pp.13-24, DOI: 10.33773/jum.796173, 2021.
  • Tuğrul, F. “Personnel Selection Utilizing the Decision-Making Mechanism Created with The Intuitionistic Fuzzy TOPSIS Method”, Mugla Journal of Science and Technology, 8(2), 16-21, 2022.
  • Farnood, R. "Optical properties of paper: theory and practice", In Advances in Pulp and Paper Research, Trans. of the XIVth Fund. Res. Symp. (S.J. I’Anson, ed.), pp 273–352, FRC, Manchester, DOI: 10.15376/frc.2009.1.273 2018.
  • Xu, Z.S. “Intuitionistic fuzzy aggregation operators”, IEEE Transactions on Fuzzy Systems, Vol.15, pp. 1179-1187, 2007.
  • Xu, Z.S. and Yager, R.R. “Some geometric aggregation operators based on intuitionistic fuzzy set”, International Journal of General Systems, Vol. 35, pp.417-433, 2006.
  • Szmidt, E. and Kacprzyk, J. “Amount of information and its reliability in the ranking of Atanassov’s intuitionistic fuzzy alternatives”, in: E. Rakus-Andersson, R.R. Yager, N. Ichalkaranje, L. Jain, ed. Recent advances in decision making (Studies in Computational Intelligence), Berlin, Germany:Springer, pp. 7-19, 2009.
  • Çuvalcıoğlu, G. “Some Properties of Controlled Set Theory”, Notes on Intuitionistic Fuzzy Set, Vol.20, No.2, pp.37-42, 2014.
  • Liao, H. and Xu, Z.S. “Multi-criteria decision making with intuitionistic fuzzy PROMETHEE”, Journal of Intelligent Fuzzy Systems, Vol.27, pp.1703-1717, 2014.
  • Brans, J.P. and Vincke, P. “A Preference Ranking Organisation Method (The PROMETHEE Method for Multiple Criteria Decision Making)”, Management Science, Vol.31 No.6, pp.647-656, 1985.
  • Ganz, E. “Whiteness: Photometric Specification and Colorimetric Evaluation”, Appl. Opt. 15(9):2039–2058, 1976.
  • Hubbe, M. A., Pavlak J. J. and Koukoulas A. A. “Paper’s appearance: A review,” BioResources 3(2), 627-665, DOI: 10.15376/biores.3.2.627-665, 2008.
  • https://www.bosslimited.co.uk/a-stationers-guide-topaper/#:~:text=For%20a%20perfect%20reflecting%2C%20non,(mainly%20ultra%2Dviolet)%20back (Date of access: 10.10.2022)
  • https://www.prestogroup.com/blog/formula-to-calculate-bursting-factor-and-index/ (Date of access: 10.10.2022)
  • http://www.surrencystudios.com/Paper%20Characteristics.htm (Date of access: 10.10.2022)
Year 2022, Volume: 8 Issue: 2, 77 - 81, 30.12.2022
https://doi.org/10.22531/muglajsci.1192273

Abstract

References

  • Zadeh, L.A. “Fuzzy Sets”, Information and Control, Vol.8, pp.338-353, 1965.
  • Tuğrul, F. "Evaluation of papers according to offset print quality: the intuitionistic fuzzy based multi criteria decision making mechanism", Pigment & Resin Technology, Vol. ahead-of-print No. ahead-of-print, https://doi.org/10.1108/PRT-04-2022-0059, 2022.
  • Majumder, M. “Multi Criteria Decision Making”, Chapter 2, Springer, pp.35-47, 2015.
  • Tuğrul, F., Çitil, M. and Karasolak, B., Dağlı, M. “Interpretation of Physical Conditions of Schools with Fuzzy Multi Criteria Decision Making”, Journal of Universal Mathematics, 3(1), 46-52, 2020.
  • Tuğrul, F., Yılmaz, B. and Çitil, M. “Application of Ranking with Similarity Measure in Multi Criteria Decision Making”, Konuralp Journal of Mathematics, 7(2), 438-441, 2019a.
  • Tuğrul, F., Çitil, M. and Balcı, S. “On The Determination Students' Aptitude Using Intuitionistic Fuzzy Logic”, Journal of Universal Mathematics, 2(1), 36-41, 2019b.
  • Tuğrul, F., Yılmaz, B. and Çitil, M. “School Success Ranking in Multi Criteria Decision Making”, Turkish Journal Mathematics and Computer Science, 10, 1-6, 2018.
  • Tuğrul, F., Çitil, M. and Gezercan, M. “Application of Intuitionistic Fuzzy Sets in High School Determination Via Normalized Euclidean Distance Metod”, Notes on Intuitionistic Fuzzy Sets, 23(1), 42-47, 2017.
  • Tuğrul, F., and Çitil, M. “A New Perspective On Evaluation System in Education With Intuitionıstıc Fuzzy Logic and Promethee Algorithm”, Journal of Universal Mathematics, Vol.4 No.1 pp.13-24, DOI: 10.33773/jum.796173, 2021.
  • Tuğrul, F. “Personnel Selection Utilizing the Decision-Making Mechanism Created with The Intuitionistic Fuzzy TOPSIS Method”, Mugla Journal of Science and Technology, 8(2), 16-21, 2022.
  • Farnood, R. "Optical properties of paper: theory and practice", In Advances in Pulp and Paper Research, Trans. of the XIVth Fund. Res. Symp. (S.J. I’Anson, ed.), pp 273–352, FRC, Manchester, DOI: 10.15376/frc.2009.1.273 2018.
  • Xu, Z.S. “Intuitionistic fuzzy aggregation operators”, IEEE Transactions on Fuzzy Systems, Vol.15, pp. 1179-1187, 2007.
  • Xu, Z.S. and Yager, R.R. “Some geometric aggregation operators based on intuitionistic fuzzy set”, International Journal of General Systems, Vol. 35, pp.417-433, 2006.
  • Szmidt, E. and Kacprzyk, J. “Amount of information and its reliability in the ranking of Atanassov’s intuitionistic fuzzy alternatives”, in: E. Rakus-Andersson, R.R. Yager, N. Ichalkaranje, L. Jain, ed. Recent advances in decision making (Studies in Computational Intelligence), Berlin, Germany:Springer, pp. 7-19, 2009.
  • Çuvalcıoğlu, G. “Some Properties of Controlled Set Theory”, Notes on Intuitionistic Fuzzy Set, Vol.20, No.2, pp.37-42, 2014.
  • Liao, H. and Xu, Z.S. “Multi-criteria decision making with intuitionistic fuzzy PROMETHEE”, Journal of Intelligent Fuzzy Systems, Vol.27, pp.1703-1717, 2014.
  • Brans, J.P. and Vincke, P. “A Preference Ranking Organisation Method (The PROMETHEE Method for Multiple Criteria Decision Making)”, Management Science, Vol.31 No.6, pp.647-656, 1985.
  • Ganz, E. “Whiteness: Photometric Specification and Colorimetric Evaluation”, Appl. Opt. 15(9):2039–2058, 1976.
  • Hubbe, M. A., Pavlak J. J. and Koukoulas A. A. “Paper’s appearance: A review,” BioResources 3(2), 627-665, DOI: 10.15376/biores.3.2.627-665, 2008.
  • https://www.bosslimited.co.uk/a-stationers-guide-topaper/#:~:text=For%20a%20perfect%20reflecting%2C%20non,(mainly%20ultra%2Dviolet)%20back (Date of access: 10.10.2022)
  • https://www.prestogroup.com/blog/formula-to-calculate-bursting-factor-and-index/ (Date of access: 10.10.2022)
  • http://www.surrencystudios.com/Paper%20Characteristics.htm (Date of access: 10.10.2022)
There are 22 citations in total.

Details

Primary Language English
Journal Section Journals
Authors

Ufuk Yılmaz 0000-0001-8240-1294

Early Pub Date November 2, 2022
Publication Date December 30, 2022
Published in Issue Year 2022 Volume: 8 Issue: 2

Cite

APA Yılmaz, U. (2022). INVESTIGATION OF PAPERS ACCORDING TO OPTICAL AND PHYSICAL PROPERTIES USING MULTI-CRITERIA DECISION-MAKING METHOD. Mugla Journal of Science and Technology, 8(2), 77-81. https://doi.org/10.22531/muglajsci.1192273
AMA Yılmaz U. INVESTIGATION OF PAPERS ACCORDING TO OPTICAL AND PHYSICAL PROPERTIES USING MULTI-CRITERIA DECISION-MAKING METHOD. MJST. December 2022;8(2):77-81. doi:10.22531/muglajsci.1192273
Chicago Yılmaz, Ufuk. “INVESTIGATION OF PAPERS ACCORDING TO OPTICAL AND PHYSICAL PROPERTIES USING MULTI-CRITERIA DECISION-MAKING METHOD”. Mugla Journal of Science and Technology 8, no. 2 (December 2022): 77-81. https://doi.org/10.22531/muglajsci.1192273.
EndNote Yılmaz U (December 1, 2022) INVESTIGATION OF PAPERS ACCORDING TO OPTICAL AND PHYSICAL PROPERTIES USING MULTI-CRITERIA DECISION-MAKING METHOD. Mugla Journal of Science and Technology 8 2 77–81.
IEEE U. Yılmaz, “INVESTIGATION OF PAPERS ACCORDING TO OPTICAL AND PHYSICAL PROPERTIES USING MULTI-CRITERIA DECISION-MAKING METHOD”, MJST, vol. 8, no. 2, pp. 77–81, 2022, doi: 10.22531/muglajsci.1192273.
ISNAD Yılmaz, Ufuk. “INVESTIGATION OF PAPERS ACCORDING TO OPTICAL AND PHYSICAL PROPERTIES USING MULTI-CRITERIA DECISION-MAKING METHOD”. Mugla Journal of Science and Technology 8/2 (December 2022), 77-81. https://doi.org/10.22531/muglajsci.1192273.
JAMA Yılmaz U. INVESTIGATION OF PAPERS ACCORDING TO OPTICAL AND PHYSICAL PROPERTIES USING MULTI-CRITERIA DECISION-MAKING METHOD. MJST. 2022;8:77–81.
MLA Yılmaz, Ufuk. “INVESTIGATION OF PAPERS ACCORDING TO OPTICAL AND PHYSICAL PROPERTIES USING MULTI-CRITERIA DECISION-MAKING METHOD”. Mugla Journal of Science and Technology, vol. 8, no. 2, 2022, pp. 77-81, doi:10.22531/muglajsci.1192273.
Vancouver Yılmaz U. INVESTIGATION OF PAPERS ACCORDING TO OPTICAL AND PHYSICAL PROPERTIES USING MULTI-CRITERIA DECISION-MAKING METHOD. MJST. 2022;8(2):77-81.

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