IDEAS home Printed from https://ideas.repec.org/a/wly/jjmath/v2022y2022i1n1476233.html

Decision Support System Based on CoCoSo Method with the Picture Fuzzy Information

Author

Listed:
  • Muhammad Qiyas
  • Muhammad Naeem
  • Saifullah Khan
  • Saleem Abdullah
  • Thongchi Botmart
  • Tajammul Shah

Abstract

Coronavirus disease 2019 (COVID‐19) is currently threatening the entire world, and a novel coronavirus is a virus from the corona family that has spread a new infection. The number of instances of this disease is increasing at an exponential, but there are now commercially accessible COVID‐19 vaccines. The weak symptoms of COVID‐19 disease, on the other hand, are treated with a variety of antiviral treatments. It is still choosing the optimal antiviral medicine to manage COVID‐19s. It is a challenging and difficult alternative to reduce the risk of infection. In this study, an improved combined compromise solution (CoCoSo) method is proposed to identify the ranking of alternatives. The introduction of a logarithmic picture fuzzy set is a more effective technique for representing variance, represented by three memberships (positive, neutral, and negative membership) degrees. This work introduces a fresh logarithmic picture fuzzy score function, to deal with the problem of comparison. The CoCoSo method‐based logarithmic picture fuzzy decision‐making algorithm is given. To achieve so, a new divergence measure for the logarithmic picture fuzzy number is introduced. To demonstrate the viability and efficacy of the established approach in real‐world applications, a case study of COVID‐19 disease drug selection is discussed.

Suggested Citation

  • Muhammad Qiyas & Muhammad Naeem & Saifullah Khan & Saleem Abdullah & Thongchi Botmart & Tajammul Shah, 2022. "Decision Support System Based on CoCoSo Method with the Picture Fuzzy Information," Journal of Mathematics, John Wiley & Sons, vol. 2022(1).
    • Handle: RePEc:wly:jjmath:v:2022:y:2022:i:1:n:1476233
    DOI: 10.1155/2022/1476233
    as

    Download full text from publisher

    File URL: https://doi.org/10.1155/2022/1476233
    Download Restriction: no
    File URL: https://libkey.io/10.1155/2022/1476233?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Saleem Abdullah & Saifullah Khan & Muhammad Qiyas & Ronnason Chinram & Lemnaouar Zedam, 2021. "A Novel Approach Based on Sine Trigonometric Picture Fuzzy Aggregation Operators and Their Application in Decision Support System," Journal of Mathematics, Hindawi, vol. 2021, pages 1-19, February.
    2. Zaoli Yang & Xin Li & Zehong Cao & Jinqiu Li, 2019. "Q-rung Orthopair Normal Fuzzy Aggregation Operators and Their Application in Multi-Attribute Decision-Making," Mathematics, MDPI, vol. 7(12), pages 1-26, November.
    3. Morteza Yazdani & Pascale Zaraté & Edmundas Kazimieras Zavadskas & Zenonas Turskis, 2019. "A Combined Compromise Solution (CoCoSo) method for multi-criteria decision-making problems," Post-Print hal-02879091, HAL.
    4. Zanakis, Stelios H. & Solomon, Anthony & Wishart, Nicole & Dublish, Sandipa, 1998. "Multi-attribute decision making: A simulation comparison of select methods," European Journal of Operational Research, Elsevier, vol. 107(3), pages 507-529, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Valipour Malakshah, Mohammad Reza & Amini, Zahra, 2026. "Intersection importance assessment for an operationally resilient urban traffic network: A multi-criteria decision-making-based framework," Reliability Engineering and System Safety, Elsevier, vol. 266(PA).
    2. Su, Dan & Zhang, Lijun & Peng, Hua & Saeidi, Parvaneh & Tirkolaee, Erfan Babaee, 2023. "Technical challenges of blockchain technology for sustainable manufacturing paradigm in Industry 4.0 era using a fuzzy decision support system," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    3. Krejci, Igor & Voriskova, Andrea, . "Analysis of the Method for the Selection of Regions with Concentrated State Aid," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 2(3), pages 1-8.
    4. Kokaraki, Nikoleta & Hopfe, Christina J. & Robinson, Elaine & Nikolaidou, Elli, 2019. "Testing the reliability of deterministic multi-criteria decision-making methods using building performance simulation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 112(C), pages 991-1007.
    5. Mulliner, Emma & Smallbone, Kieran & Maliene, Vida, 2013. "An assessment of sustainable housing affordability using a multiple criteria decision making method," Omega, Elsevier, vol. 41(2), pages 270-279.
    6. Manel Baucells & Rakesh K. Sarin, 2003. "Group Decisions with Multiple Criteria," Management Science, INFORMS, vol. 49(8), pages 1105-1118, August.
    7. Hajkowicz, Stefan & Higgins, Andrew, 2008. "A comparison of multiple criteria analysis techniques for water resource management," European Journal of Operational Research, Elsevier, vol. 184(1), pages 255-265, January.
    8. Hosseini Dehshiri, Seyyed Jalaladdin & Amiri, Maghsoud, 2023. "Evaluating the risks of the internet of things in renewable energy systems using a hybrid fuzzy decision approach," Energy, Elsevier, vol. 285(C).
    9. Raja Rub Nawaz & Dr.Rafique Ahmed & Sajida Reza, 2015. "Prioritization Of Quality Care Criteria To Deliver Quality Service Using Dematel," IBT Journal of Business Studies (JBS), Ilma University, Faculty of Management Science, vol. 11(2), pages 165-181.
    10. Hosseini Dehshiri, Seyyed Jalaladdin & Amiri, Maghsoud & Hosseini Bamakan, Seyed Mojtaba, 2024. "Evaluating the blockchain technology strategies for reducing renewable energy development risks using a novel integrated decision framework," Energy, Elsevier, vol. 289(C).
    11. Muge Akin & Tamer Topal & Steven Kramer, 2013. "A newly developed seismic microzonation model of Erbaa (Tokat, Turkey) located on seismically active eastern segment of the North Anatolian Fault Zone (NAFZ)," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 65(3), pages 1411-1442, February.
    12. Ginés de Rus & Javier Campos & Daniel Graham & M. Pilar Socorro & Jorge Valido, 2020. "Evaluación Económica de Proyectos y Políticas de Transporte: Metodología y Aplicaciones. Parte 1: Metodología para el análisis coste-beneficio de proyectos y políticas de transporte," Working Papers 2020-11, FEDEA.
    13. Arunodaya Raj Mishra & Pratibha Rani & Adel Fahad Alrasheedi & Erfan Babaee Tirkolaee, 2025. "Assessing the Challenges of Collaborative Innovation Systems in Public Higher Education: Interval-valued Intuitionistic Fuzzy Combined Compromise Solution Approach," Group Decision and Negotiation, Springer, vol. 34(5), pages 1035-1072, October.
    14. Patelli, Edoardo & Feng, Geng & Coolen, Frank P.A. & Coolen-Maturi, Tahani, 2017. "Simulation methods for system reliability using the survival signature," Reliability Engineering and System Safety, Elsevier, vol. 167(C), pages 327-337.
    15. Jameel, Toqeer & Riaz, Muhammad & Aslam, Muhammad & Pamucar, Dragan, 2024. "Sustainable renewable energy systems with entropy based step-wise weight assessment ratio analysis and combined compromise solution," Renewable Energy, Elsevier, vol. 235(C).
    16. Brett Bryan & John Kandulu, 2011. "Designing a Policy Mix and Sequence for Mitigating Agricultural Non-Point Source Pollution in a Water Supply Catchment," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 25(3), pages 875-892, February.
    17. Shih, Hsu-Shih, 2008. "Incremental analysis for MCDM with an application to group TOPSIS," European Journal of Operational Research, Elsevier, vol. 186(2), pages 720-734, April.
    18. Janis Edmunds Daugavietis & Raimonda Soloha & Elina Dace & Jelena Ziemele, 2022. "A Comparison of Multi-Criteria Decision Analysis Methods for Sustainability Assessment of District Heating Systems," Energies, MDPI, vol. 15(7), pages 1-23, March.
    19. Nitasha Hasteer & Rahul Sindhwani & Abhishek Behl & Akul Varshney & Adityansh Sharma, 2024. "Exploring the inhibitors for competitive AI software development through cloud driven transformation," Annals of Operations Research, Springer, vol. 342(1), pages 355-397, November.
    20. Roman Vavrek, 2019. "Evaluation of the Impact of Selected Weighting Methods on the Results of the TOPSIS Technique," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 18(06), pages 1821-1843, November.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:jjmath:v:2022:y:2022:i:1:n:1476233. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://onlinelibrary.wiley.com/journal/1469 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.