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International Journal of Neutrosophic Science
Volume 18 , Issue 4, PP: 72-82 , 2022 | Cite this article as | XML | Html |PDF

Title

Comparative analysis of multicriteria methods based on single-valued neutrosophic numbers for the evaluation of medical technologies

  M. F.O. Noboa 1 * ,   O. E.P. Copa 2 ,   Eloísa A.N. G. 3

1  Regional Autonomous University of the Andes (UNIANDES), Ambato, Ecuador
    (ua.mariaorozco@uniandes.edu.ec)

2  Regional Autonomous University of the Andes (UNIANDES), Ambato, Ecuador
    (olgapampin@uniandes.edu.ec)

3  Regional Autonomous University of the Andes (UNIANDES), Ambato, Ecuador
    (ua.eloisanajera@uniandes.edu.ec)


Doi   :   https://doi.org/10.54216/IJNS.180406

Received: February 28, 2022 Accepted: June 19, 2022

Abstract :

Decision-makers are often faced with complicated decision problems with intangible and conflicting criteria. Many methods are proposed to handle the inclusion of many and varied criteria that allow choosing the best alternative for a decision. The public health sector daily faces numerous complex situations that require the facilities provided by multicriteria methods. This research proposes a comparative analysis of multicriteria methods for the selection of health technologies. With this, it is proposed to check to what extent the selected MCDAs are capable of offering consistent results among themselves. Comparisons are made using the TOPSIS method and a modification of the PROMETHEE method, both in their neutrosophic versions, by using single-valued neutrosophic numbers. The results showed that both methods coincided in the order of preference given to each treatment. However, it is observed that the method based on PROMETHEE yields more detailed information on the elections' interiorities. The effectiveness of the methods used can be verified and their practical and feasible application in complex medical problems.

Keywords :

multicriteria analysis; TOPSIS , neutrosophic PROMETHEE; medical technologies

References :

[1] A. S. S. L. F. Autran, M. Gomes, and K. R. Vijayalakshmi, “Assessment of MCDM problems by TODIM

using aggregated weights,” Neutrosophic sets Syst., vol. 35, no. 1, pp. 78–99, 2020.

[2] M. Leyva-Vázquez, “Neutrosophy: New advances in the treatment of the uncertainty,” Pons, Brussels,

2018.

[3] N. A. Nabeeh, A. Abdel-Monem, and A. Abdelmouty, “A novel methodology for assessment of hospital

service according to BWM, MABAC, PROMETHEE II,” Neutrosophic Sets Syst., vol. 31, no. 1, pp. 63–79,

2020.

[4] M. Grida, R. Mohamed, and A. H. Zaid, “A novel plithogenic MCDM framework for evaluating the

performance of IoT based supply chain,” Neutrosophic Sets Syst., vol. 33, no. 1, pp. 323–341, 2020.

[5] D. Ajay, S. Broumi, and J. Aldring, “An MCDM method under neutrosophic cubic fuzzy sets with

geometric bonferroni mean operator,” Neutrosophic Sets Syst., vol. 32, no. 1, pp. 187–202, 2020.

[6] V. Uluçay, A. Kılıç, İ. Yıldız, and M. Şahin, “An outranking approach for MCDM-problems with

neutrosophic multi-sets,” Neutrosophic Sets Syst., vol. 30, no. 1, pp. 213–224, 2019.

[7] Z. Yang, K. Yang, Y. Wang, L. Su, and H. Hu, “Multi-objective short-term hydropower generation

operation for cascade reservoirs and stochastic decision making under multiple uncertainties,” J. Clean.

Prod., vol. 276, p. 122995, 2020.

[8] M. U. Farooq and M. Saqlain, “The selection of LASER as surgical instrument in medical using

neutrosophic soft set with generalized fuzzy TOPSIS, WSM and WPM along with MATLAB coding,”

Neutrosophic Sets Syst., vol. 40, no. 1, p. 3, 2021.

[9] R. M. Zulqarnain, X. L. Xin, M. Saqlain, F. Smarandache, and M. I. Ahamad, “An integrated model of

neutrosophic TOPSIS with application in multi-criteria decision-making problem,” Neutrosophic Sets Syst.,

vol. 40, pp. 253–269, 2021.

[10] R. M. Zulqarnain, X. L. Xin, M. Saeed, F. Smarandache, and N. Ahmad, “Generalized neutrosophic

TOPSIS to solve multi-criteria decision-making problems,” Neutrosophic Sets Syst., vol. 38, no. 1, pp. 276–

293, 2020.

[11] I. F. B. Arias, J. M. M. Bermudez, and F. M. E. Gómez, “TOPSIS with a Neutrosophic Approach for a

Study of Strategies to Confront the Crime of Feminicide in Ecuador,” Neutrosophic Sets Syst., vol. 37, no.

1, pp. 347–355, 2020.

[12] C. E. P. Hernández, E. T. M. Á. E. Toni, V. Shagnay, and S. G. Enríquez, “Priorization of educational

strategies on nutrition and its correlation in anthropometry in children from 2 to 5 years with neutrosophic

topsis,” Neutrosophic Sets Syst., vol. 34, no. 1, pp. 9–15, 2020.

[13] D. Xu, X. Wei, H. Ding, and H. Bin, “A new method based on PROMETHEE and TODIM for multiattribute

decision-making with single-valued neutrosophic sets.,” Mathematics, vol. 8, no. 10, p. 1816,

2020.

[14] P. Liu, S. Cheng, and Y. Zhang, “An extended multi-criteria group decision-making PROMETHEE method

based on probability multi-valued neutrosophic sets,” Int. J. fuzzy Syst., vol. 21, no. 2, pp. 388–406, 2019.

[15] J. Zhu, B. Shuai, G. Li, K.-S. Chin, and R. Wang, “Failure mode and effect analysis using regret theory and

PROMETHEE under linguistic neutrosophic context,” J. Loss Prev. Process Ind., vol. 64, p. 104048, 2020.

[16] M. Nassereddine, A. Azar, A. Rajabzadeh, and A. Afsar, “Decision making application in collaborative

emergency response: A new PROMETHEE preference function,” Int. J. disaster risk Reduct., vol. 38, p.

101221, 2019.

[17] F. Altun, R. Şahin, and C. Güler, “Multi-criteria decision making approach based on PROMETHEE with

probabilistic simplified neutrosophic sets,” Soft Comput., vol. 24, no. 7, pp. 4899–4915, 2020.

[18] I. Deli, “Operators on single valued trapezoidal neutrosophic numbers and SVTN-group decision making,”

Neutrosophic Sets Syst., vol. 22, pp. 131–150, 2018.

[19] R. Sahin and M. Yigider, “A multi-criteria neutrosophic group decision making method based TOPSIS for

supplier selection,” Appl. Math. Inf. Sci., vol. 10, no. 5, pp. 1–10, 2016.

[20] F. E. Boran, S. Genç, M. Kurt, and D. Akay, “A multi-criteria intuitionistic fuzzy group decision making

for supplier selection with TOPSIS method.,” Expert Syst. Appl., vol. 36, no. 8, pp. 11363–11368, 2006.

[21] G. Shahzadi, M. Akram, and A. B. Saeid, “An application of single-valued neutrosophic sets in medical

diagnosis,” Neutrosophic sets Syst., vol. 18, pp. 80–88, 2017.

[22] M. Saeed, M. Saqlain, A. Mehmood, and S. Yaqoob, “Multi-polar neutrosophic soft sets with application in

medical diagnosis andDecision-making,” Neutrosophic Sets Syst., vol. 33, pp. 183–207, 2020.

[23] A. R. Fernández, E. L. González, and D. L. Carrasco, “Study on the Level of Knowledge in Dental Medical

Emergencies of Dentistry Students through Neutrosophic Values,” Neutrosophic sets Syst., vol. 37, no. 1,

pp. 99–108, 2020.

[24] A. E. Samuel and R. Narmadhagnanam, “Pi-distance of rough Neutrosophic sets for medical diagnosis,”

Neutrosophic Sets Syst., vol. 28, pp. 51–57, 2019.

[25] P. Biswas, S. Pramanik, and B. C. Giri, “TOPSIS method for multi-attribute group decision-making under

single-valued neutrosophic environment.,” Neural Comput. Appl., vol. 27, no. 3, 2016.

[26] Zou, J.; Deng, Y.; Hu, Y.; Lin G. Measure distance between neutrosophic sets: An evidential approach. J

Amb Intel Smart En (2018), pp.1-8


Cite this Article as :
Style #
MLA M. F.O. Noboa, O. E.P. Copa, Eloísa A.N. G.. "Comparative analysis of multicriteria methods based on single-valued neutrosophic numbers for the evaluation of medical technologies." International Journal of Neutrosophic Science, Vol. 18, No. 4, 2022 ,PP. 72-82 (Doi   :  https://doi.org/10.54216/IJNS.180406)
APA M. F.O. Noboa, O. E.P. Copa, Eloísa A.N. G.. (2022). Comparative analysis of multicriteria methods based on single-valued neutrosophic numbers for the evaluation of medical technologies. Journal of International Journal of Neutrosophic Science, 18 ( 4 ), 72-82 (Doi   :  https://doi.org/10.54216/IJNS.180406)
Chicago M. F.O. Noboa, O. E.P. Copa, Eloísa A.N. G.. "Comparative analysis of multicriteria methods based on single-valued neutrosophic numbers for the evaluation of medical technologies." Journal of International Journal of Neutrosophic Science, 18 no. 4 (2022): 72-82 (Doi   :  https://doi.org/10.54216/IJNS.180406)
Harvard M. F.O. Noboa, O. E.P. Copa, Eloísa A.N. G.. (2022). Comparative analysis of multicriteria methods based on single-valued neutrosophic numbers for the evaluation of medical technologies. Journal of International Journal of Neutrosophic Science, 18 ( 4 ), 72-82 (Doi   :  https://doi.org/10.54216/IJNS.180406)
Vancouver M. F.O. Noboa, O. E.P. Copa, Eloísa A.N. G.. Comparative analysis of multicriteria methods based on single-valued neutrosophic numbers for the evaluation of medical technologies. Journal of International Journal of Neutrosophic Science, (2022); 18 ( 4 ): 72-82 (Doi   :  https://doi.org/10.54216/IJNS.180406)
IEEE M. F.O. Noboa, O. E.P. Copa, Eloísa A.N. G., Comparative analysis of multicriteria methods based on single-valued neutrosophic numbers for the evaluation of medical technologies, Journal of International Journal of Neutrosophic Science, Vol. 18 , No. 4 , (2022) : 72-82 (Doi   :  https://doi.org/10.54216/IJNS.180406)