Journal of Neutrosophic and Fuzzy Systems

Journal DOI

https://doi.org/10.54216/JNFS

Submit Your Paper

2771-6449ISSN (Online) 2771-6430ISSN (Print)
Full Length Article

Journal of Neutrosophic and Fuzzy Systems

Volume 5 , Issue 2 , PP: 38-50, 2023 | Cite this article as | XML | Html | PDF

Neutrosophic Multi-Criteria Decision-Making for Flood Risks Management: A Comprehensive Analysis

Abdullah Ali Salamai 1 *

  • 1 Applied College, Jazan University, Jazan, Kingdom of Saudi Arabia - (abSalamai@jazanu.edu.sa)
  • Doi: https://doi.org/10.54216/JNFS.050204

    Received: August 07, 2022 Accepted: January 18, 2023
    Abstract

    The terrible consequences that floods are having on human life and property can be seen all around the globe. The flood risks management problem is subject to uncertain and imprecise data, and it is influenced by several different factors. As a result, the assessment procedure in question might be seen as an instance of a challenging uncertain multi-criteria decision-making (MCDM) issue. Within the context of single-valued neutrosophic sets (SVNSs), this research aims to present a novel integrated methodology that is based on the Combined Compromise Solution (CoCoSo) technique under a neutrosophic environment. Both the decision-makers and the weights of the criteria are completely unknown. The average technique is used in the proposed methodology to calculate the weighting of the criteria, and an updated version of the CoCoSo method is used within the context of the SVN to decide which option is the most appropriate. In addition, an example case study of flood risk management is explored to highlight the entire execution process of the suggested technique. In addition, a comparison with other approaches that already exist is described to evaluate the validity of the results that were achieved.

    Keywords :

    Risk Management , Flood , MCDM , Neutrosophic , single-valued neutrosophic

    References

    [1]  R. B. Mudashiru, N. Sabtu, I. Abustan, and W. Balogun, “Flood hazard mapping methods: A review,” 

    Journal of Hydrology, vol. 603, p. 126846, 2021.

    [2]  S. M. H. Shah, Z. Mustaffa, F. Y. Teo, M. A. H. Imam, K. W. Yusof, and E. H. H. Al-Qadami, “A review 

    of the flood hazard and risk management in the South Asian Region, particularly Pakistan,”  Scientific 

    African, vol. 10, p. e00651, 2020.

    [3]  N.  A.  Bazai  et  al.,  “Increasing  glacial  lake  outburst  flood  hazard  in  response  to  surge  glaciers  in  the 

    Karakoram,” Earth-Science Reviews, vol. 212, p. 103432, 2021.

    [4]  P. D. Bates et al., “Combined modeling of US fluvial, pluvial, and coastal flood hazard under current and 

    future climates,” Water Resources Research, vol. 57, no. 2, p. e2020WR028673, 2021.

    [5]  M. S. G. Adnan, A. Y. M. Abdullah, A. Dewan, and J. W. Hall, “The effects of changing land use and 

    flood hazard on poverty in coastal Bangladesh,” Land Use Policy, vol. 99, p. 104868, 2020.

    [6]  S. Janizadeh et al., “Mapping the spatial and temporal variability of flood hazard affected by climate and 

    land-use changes in the future,” Journal of Environmental Management, vol. 298, p. 113551, 2021.

    [7]  K.  Khosravi  et  al.,  “Convolutional  neural  network  approach  for  spatial  prediction  of  flood  hazard  at

    national scale of Iran,” Journal of Hydrology, vol. 591, p. 125552, 2020.

    [8]  K. Uddin and M. A. Matin, “Potential flood hazard zonation and flood shelter suitability mapping for 

    disaster risk mitigation in Bangladesh using geospatial technology,” Progress in disaster science, vol. 11, 

    p. 100185, 2021.

    [9]  D. Ahmad and M. Afzal, “Flood hazards  and factors influencing household flood perception and mitigation 

    strategies in Pakistan,” Environmental Science and Pollution Research, vol. 27, no. 13, pp. 15375–15387, 

    2020.

    [10]  H. Zhu and F. Liu, “A group-decision-making framework for evaluating urban flood resilience: a case 

    study in yangtze river,” Sustainability, vol. 13, no. 2, p. 665, 2021.

    [11]  H. Akay, “Flood hazards susceptibility mapping using statistical, fuzzy logic, and MCDM methods,” Soft 

    Computing, vol. 25, no. 14, pp. 9325–9346, 2021.

    [12]  A. Tella and A.-L. Balogun, “Ensemble fuzzy MCDM for spatial assessment of flood susceptibility in 

    Ibadan, Nigeria,” Natural Hazards, vol. 104, no. 3, pp. 2277–2306, 2020.

    [13]  J. S. Chai et al., “New similarity measures for single-valued neutrosophic sets with applications in pattern 

    recognition and medical diagnosis problems,”  Complex & Intelligent Systems, vol. 7, no. 2, pp. 703–723, 

    2021.

    [14]  A. R. Mishra, P. Rani, and R. S. Prajapati, “Multi-criteria weighted aggregated sum product assessment 

    method for sustainable biomass crop selection problem using single-valued neutrosophic sets,”  Applied 

    Soft Computing, vol. 113, p. 108038, 2021.

    [15]  S. Pramanik, “Single-Valued Neutrosophic Set: An Overview,” Transdisciplinarity, pp. 563–608, 2022.

    [16]  V.  Başhan,  H.  Demirel,  and  M.  Gul,  “An  FMEA-based  TOPSIS  approach  under  single  valued 

    neutrosophic sets for maritime risk evaluation: the case of ship navigation safety,”  Soft Computing, vol. 

    24, no. 24, pp. 18749–18764, 2020.

    [17]  S. Ashraf, S. Abdullah, F. Smarandache, and N. ul Amin, “Logarithmic hybrid aggregation operators based 

    on single valued neutrosophic sets and their applications in decision support systems,” Symmetry, vol. 11, 

    no. 3, p. 364, 2019.

    [18]  D. Karabašević  et al., “A novel extension of the  TOPSIS method adapted for the use of single-valued 

    neutrosophic sets and hamming distance for e-commerce development strategies selection,”  Symmetry, 

    vol. 12, no. 8, p. 1263, 2020.

    [19]  M. Şahin and A. Kargın, “New similarity measure between single-valued neutrosophic sets and decisionmaking  applications  in  professional  proficiencies,”  in  Neutrosophic  Sets  in  Decision  Analysis  and 

    Operations Research, IGI Global, 2020, pp. 129–149.

    [20]  Z.  Turskis,  R.  Bausys,  F.  Smarandache,  G.  Kazakeviciute-Januskeviciene,  and  E.  K.  Zavadskas,  “Mgeneralised  q-neutrosophic  extension  of  CoCoSo  method.,”  International  Journal  of  Computers, 

    Communications & Control, vol. 17, no. 1, 2022.

    [21]  X. Peng and F. Smarandache, “A  decision-making framework for China’s rare earth industry security 

    evaluation by neutrosophic soft CoCoSo method,” Journal of Intelligent & Fuzzy Systems, vol. 39, no. 5, 

    pp. 7571–7585, 2020.

    [22]  A. Petrovas, R. Baušys, E. K. Zavadskas, and F. Smarandache, “Generation of creative game scene patterns 

    by the neutrosophic genetic CoCoSo method,” Studies in informatics and control, vol. 31, no. 4, pp. 5–11, 

    2022.

    [23]  P. Rani and A. R. Mishra, “Novel single-valued neutrosophic combined compromise solution approach 

    for sustainable waste electrical and electronics equipment recycling partner selection,” IEEE Transactions 

    on Engineering Management, 2020.

    [24]  P. Rani, J. Ali, R. Krishankumar, A. R. Mishra, F. Cavallaro, and K. S. Ravichandran, “An integrated 

    single-valued neutrosophic combined compromise solution methodology for renewable energy resource 

     

    selection problem,” Energies, vol. 14, no. 15, p. 4594, 2021.

    Cite This Article As :
    Abdullah Ali Salamai. "Neutrosophic Multi-Criteria Decision-Making for Flood Risks Management: A Comprehensive Analysis." Full Length Article, Vol. 5, No. 2, 2023 ,PP. 38-50 (Doi   :  https://doi.org/10.54216/JNFS.050204)
    Abdullah Ali Salamai. (2023). Neutrosophic Multi-Criteria Decision-Making for Flood Risks Management: A Comprehensive Analysis. Journal of , 5 ( 2 ), 38-50 (Doi   :  https://doi.org/10.54216/JNFS.050204)
    Abdullah Ali Salamai. "Neutrosophic Multi-Criteria Decision-Making for Flood Risks Management: A Comprehensive Analysis." Journal of , 5 no. 2 (2023): 38-50 (Doi   :  https://doi.org/10.54216/JNFS.050204)
    Abdullah Ali Salamai. (2023). Neutrosophic Multi-Criteria Decision-Making for Flood Risks Management: A Comprehensive Analysis. Journal of , 5 ( 2 ), 38-50 (Doi   :  https://doi.org/10.54216/JNFS.050204)
    Abdullah Ali Salamai. Neutrosophic Multi-Criteria Decision-Making for Flood Risks Management: A Comprehensive Analysis. Journal of , (2023); 5 ( 2 ): 38-50 (Doi   :  https://doi.org/10.54216/JNFS.050204)
    Abdullah Ali Salamai, Neutrosophic Multi-Criteria Decision-Making for Flood Risks Management: A Comprehensive Analysis, Journal of , Vol. 5 , No. 2 , (2023) : 38-50 (Doi   :  https://doi.org/10.54216/JNFS.050204)