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International Journal of Neutrosophic Science

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https://doi.org/10.54216/IJNS

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International Journal of Neutrosophic Science

Volume 24 , Issue 2 , PP: 42-49, 2024 | Cite this article as | XML | Html | PDF

Enhancing Project Selection with Neutrosophic TOPSIS: Navigating Uncertainty in Post-Pandemic Decision-Making

Frantz Dimitri V. Barragan 1 , Felipe Garcés Cordova 2 , María J. Calderon Velásquez 3 , Layal Kallach 4 *

  • 1 Regional Autonomous University of the Andes (UNIANDES Ambato), Ecuador - (ua.frantzvillamarin@uniandes.edu.ec)
  • 2 Regional Autonomous University of the Andes (UNIANDES Quevedo), Ecuador - (uq.manacesgaspar@uniandes.edu.ec)
  • 3 Regional Autonomous University of the Andes (UNIANDES Riobamba), Ecuador - (ur.vinculacion@uniandes.edu.ec)
  • 4 College of Business Administration, American University of the Middle East, Kuwait - (Layal.kallach@aum.edu.kw)

    • Doi: https://doi.org/10.54216/IJNS.240204

    Received: November 02, 2023 Revised: February 13, 2024 Accepted: April 08, 2024
    Abstract

    This article explores the implementation of Neutrosophic TOPSIS, an advanced decision-making framework that extends classical and fuzzy set theories to handle the complexities of project selection amid uncertainty and indeterminacy. Neutrosophic sets are characterized by three parameters: truth, indeterminacy, and falsehood, which allow for a nuanced assessment of alternatives against defined criteria. Utilizing neutrosophic scales and expert evaluations, this method prioritizes projects by efficiently balancing multiple truth levels and addressing specific challenges such as judicial process optimization and labor education enhancement. The case study within the article demonstrates the application of Neutrosophic TOPSIS to select the most suitable project for improving labor relations and judicial efficiency in a post-pandemic world. The methodology proved effective in identifying the Digital Platform for Labor Education project as the optimal solution, given its alignment with strategic objectives and potential to handle identified challenges robustly. Future work could integrate Neutrosophic TOPSIS with other decision-making models and expand its application to more complex scenarios, potentially incorporating automated tools for a broader and more dynamic evaluation process.

    Keywords :

    [1]  ,   ,   , Leyva-Vá , zquez, M., Quiroz-Martí , nez, M. A., Portilla-Castell, Y., Hechavarrí , a-Herná , ndez, J. R., & , Gonzá , lez-Caballero, E. (2020). A New Model for the Selection of Information Technology Project in a Neutrosophic Environment. Neutrosophic Sets & , Systems, 32.

    [2]  ,   ,   , Yepez, S. L. T. (2017). Decision support based on single valued neutrosophic number for information system project selection. Neutrosophic Sets and Systems, 17, 39-41.

    [3]  ,   ,   , Alava, M. V., Delgado Figueroa, S. P., Blum Alcivar, H. M., & , Leyva Vazquez, M. Y. (2018). Single Valued Neutrosophic Numbers and Analytic Hierarchy Process for Project Selection. Neutrosophic Sets and Systems, 21(1), 13.

    [4]  ,   ,   , Wang, H., Smarandache, F., Zhang, Y., & , Sunderraman, R. (2010). SINGLE VALUED NEUTROSOPHIC SETS. Review of the Air Force Academy, (1), 10.

    [5]  ,   ,   , Abdel-Basset, M., Manogaran, G., Gamal, A., & , Smarandache, F. (2019). A group decision making framework based on neutrosophic TOPSIS approach for smart medical device selection. Journal of medical systems, 43, 1-13.

    [6]  ,   ,   , Paucar, J. M. P., Llerena, M. A. G., Zambrano, G. K. R., & , Escobar, L. M. O. (2022). Neutrosophic Analysis of the Right to Housing. Neutrosophic Sets and Systems, 52(1), 8.

    [7]  ,   ,   , Nabeeh, N. A., Smarandache, F., Abdel-Basset, M., El-Ghareeb, H. A., & , Aboelfetouh, A. (2019). An integrated neutrosophic-topsis approach and its application to personnel selection: A new trend in brain processing and analysis. Ieee Access, 7, 29734-29744.

    [8]  ,   ,   , Kilic, H. S., & , Yalcin, A. S. (2021). Comparison of municipalities considering environmental sustainability via neutrosophic DEMATEL based TOPSIS. Socio-Economic Planning Sciences, 75, 100827.

    [9]  ,   ,   , Biswas, P., Pramanik, S., & , Giri, B. C. (2019). Neutrosophic TOPSIS with group decision making. fuzzy multi-criteria decision-making using neutrosophic sets, 543-585.

    [10]  , Zulqarnain, R. M., Xin, X. L., Saqlain, M., Smarandache, F., & , Ahamad, M. I. (2021). An integrated model of neutrosophic TOPSIS with application in multi-criteria decision-making problem. Neutrosophic Sets and Systems, 40, 253-269.

    [11]  , K. Jaramillo, J. Quilambaqui, and J. Yanez, "Blockchain in Healthcare from a Neutrosophic Analysis," Int. J. Neutrosophic Sci, vol. 18, no. 3, pp. 177-188, 2022. [Online]. Available: https://americaspg.com/articleinfo/21/show/1084.

    [12]  , C. E. P. Hernandez, E. T. M. Alvarez, E. T. V. Shagnay, and S. G. Enriquez, "Priorization of educational strategies on nutrition and its correlation in anthropometry in children from 2 to 5 years with neutrosophic topsis," (in English), Neutrosophic Sets and Systems, Article vol. V, no. 34SI, p. 9+, 2020/06/15 2020. [Online]. Available: https://link.gale.com/apps/doc/A630881925/AONE?u=anon~a4bec773& , sid=bookmark-AONE& , xid=b6bca342.

    [13]  , Liu, P., & , Shi, L. (2015). The generalized hybrid weighted average operator based on interval neutrosophic hesitant set and its application to multiple attribute decision making. Neural Computing and Applications, 26, 457-471.

    [14]  , Selvachandran, G., Quek, S. G., Smarandache, F., & , Broumi, S. (2018). An extended technique for order preference by similarity to an ideal solution (TOPSIS) with maximizing deviation method based on integrated weight measure for single-valued neutrosophic sets. Symmetry, 10(7), 236.

    [15]  , Zeng, S., Luo, D., Zhang, C., & , Li, X. (2020). A correlation-based TOPSIS method for multiple attribute decision making with single-valued neutrosophic information. International Journal of Information Technology & , Decision Making, 19(01), 343-358.

    [16]  , Recalde, M. B., Rojas, S. R., Llerena, M. Z., & , Leó , n, A. R. S. (2023). Evaluation of the Effectiveness of Preventive Dental Education in Primary Schools. Neutrosophic Sets and Systems, 62(1), 38.

    References

    [1]    Leyva-Vázquez, M., Quiroz-Martínez, M. A., Portilla-Castell, Y., Hechavarría-Hernández, J. R., & González-Caballero, E. (2020). A New Model for the Selection of Information Technology Project in a Neutrosophic Environment. Neutrosophic Sets & Systems, 32.

    [2]    Yepez, S. L. T. (2017). Decision support based on single valued neutrosophic number for information system project selection. Neutrosophic Sets and Systems, 17, 39-41.

    [3]    Alava, M. V., Delgado Figueroa, S. P., Blum Alcivar, H. M., & Leyva Vazquez, M. Y. (2018). Single Valued Neutrosophic Numbers and Analytic Hierarchy Process for Project Selection. Neutrosophic Sets and Systems, 21(1), 13.

    [4]    Wang, H., Smarandache, F., Zhang, Y., & Sunderraman, R. (2010). SINGLE VALUED NEUTROSOPHIC SETS. Review of the Air Force Academy, (1), 10.

    [5]    Abdel-Basset, M., Manogaran, G., Gamal, A., & Smarandache, F. (2019). A group decision making framework based on neutrosophic TOPSIS approach for smart medical device selection. Journal of medical systems, 43, 1-13.

    [6]    Paucar, J. M. P., Llerena, M. A. G., Zambrano, G. K. R., & Escobar, L. M. O. (2022). Neutrosophic Analysis of the Right to Housing. Neutrosophic Sets and Systems, 52(1), 8.

    [7]    Nabeeh, N. A., Smarandache, F., Abdel-Basset, M., El-Ghareeb, H. A., & Aboelfetouh, A. (2019). An integrated neutrosophic-topsis approach and its application to personnel selection: A new trend in brain processing and analysis. Ieee Access, 7, 29734-29744.

    [8]    Kilic, H. S., & Yalcin, A. S. (2021). Comparison of municipalities considering environmental sustainability via neutrosophic DEMATEL based TOPSIS. Socio-Economic Planning Sciences, 75, 100827.

    [9]    Biswas, P., Pramanik, S., & Giri, B. C. (2019). Neutrosophic TOPSIS with group decision making. fuzzy multi-criteria decision-making using neutrosophic sets, 543-585.

    [10]  Zulqarnain, R. M., Xin, X. L., Saqlain, M., Smarandache, F., & Ahamad, M. I. (2021). An integrated model of neutrosophic TOPSIS with application in multi-criteria decision-making problem. Neutrosophic Sets and Systems, 40, 253-269.

    [11]  K. Jaramillo, J. Quilambaqui, and J. Yanez, "Blockchain in Healthcare from a Neutrosophic Analysis," Int. J. Neutrosophic Sci, vol. 18, no. 3, pp. 177-188, 2022. [Online]. Available: https://americaspg.com/articleinfo/21/show/1084.

    [12]  C. E. P. Hernandez, E. T. M. Alvarez, E. T. V. Shagnay, and S. G. Enriquez, "Priorization of educational strategies on nutrition and its correlation in anthropometry in children from 2 to 5 years with neutrosophic topsis," (in English), Neutrosophic Sets and Systems, Article vol. V, no. 34SI, p. 9+, 2020/06/15 2020. [Online]. Available: https://link.gale.com/apps/doc/A630881925/AONE?u=anon~a4bec773&sid=bookmark-AONE&xid=b6bca342.

    [13]  Liu, P., & Shi, L. (2015). The generalized hybrid weighted average operator based on interval neutrosophic hesitant set and its application to multiple attribute decision making. Neural Computing and Applications, 26, 457-471.

    [14]  Selvachandran, G., Quek, S. G., Smarandache, F., & Broumi, S. (2018). An extended technique for order preference by similarity to an ideal solution (TOPSIS) with maximizing deviation method based on integrated weight measure for single-valued neutrosophic sets. Symmetry, 10(7), 236.

    [15]  Zeng, S., Luo, D., Zhang, C., & Li, X. (2020). A correlation-based TOPSIS method for multiple attribute decision making with single-valued neutrosophic information. International Journal of Information Technology & Decision Making, 19(01), 343-358.

    [16]  Recalde, M. B., Rojas, S. R., Llerena, M. Z., & León, A. R. S. (2023). Evaluation of the Effectiveness of Preventive Dental Education in Primary Schools. Neutrosophic Sets and Systems, 62(1), 38.

    Cite This Article As :
    Frantz Dimitri V. Barragan , Felipe Garcés Cordova , María J. Calderon Velásquez , Layal Kallach. "Enhancing Project Selection with Neutrosophic TOPSIS: Navigating Uncertainty in Post-Pandemic Decision-Making." Full Length Article, Vol. 24, No. 2, 2024 ,PP. 42-49 (Doi   :  https://doi.org/10.54216/IJNS.240204)
    Frantz Dimitri V. Barragan , Felipe Garcés Cordova , María J. Calderon Velásquez , Layal Kallach. (2024). Enhancing Project Selection with Neutrosophic TOPSIS: Navigating Uncertainty in Post-Pandemic Decision-Making. Journal of , 24 ( 2 ), 42-49 (Doi   :  https://doi.org/10.54216/IJNS.240204)
    Frantz Dimitri V. Barragan , Felipe Garcés Cordova , María J. Calderon Velásquez , Layal Kallach. "Enhancing Project Selection with Neutrosophic TOPSIS: Navigating Uncertainty in Post-Pandemic Decision-Making." Journal of , 24 no. 2 (2024): 42-49 (Doi   :  https://doi.org/10.54216/IJNS.240204)
    Frantz Dimitri V. Barragan , Felipe Garcés Cordova , María J. Calderon Velásquez , Layal Kallach. (2024). Enhancing Project Selection with Neutrosophic TOPSIS: Navigating Uncertainty in Post-Pandemic Decision-Making. Journal of , 24 ( 2 ), 42-49 (Doi   :  https://doi.org/10.54216/IJNS.240204)
    Frantz Dimitri V. Barragan , Felipe Garcés Cordova , María J. Calderon Velásquez , Layal Kallach. Enhancing Project Selection with Neutrosophic TOPSIS: Navigating Uncertainty in Post-Pandemic Decision-Making. Journal of , (2024); 24 ( 2 ): 42-49 (Doi   :  https://doi.org/10.54216/IJNS.240204)
    Frantz Dimitri V. Barragan, Felipe Garcés Cordova, María J. Calderon Velásquez, Layal Kallach, Enhancing Project Selection with Neutrosophic TOPSIS: Navigating Uncertainty in Post-Pandemic Decision-Making, Journal of , Vol. 24 , No. 2 , (2024) : 42-49 (Doi   :  https://doi.org/10.54216/IJNS.240204)

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