• P-ISSN 0974-6846 E-ISSN 0974-5645

Indian Journal of Science and Technology

Article

Indian Journal of Science and Technology

Year: 2023, Volume: 16, Issue: 32, Pages: 2494-2502

Original Article

A Novel Approach on Plithogenic Interval Valued Neutrosophic Hypersoft Sets and its Application in Decision Making

Received Date:29 May 2023, Accepted Date:16 July 2023, Published Date:24 August 2023

Abstract

Objectives: In problem solving process, we have advanced the study of plithogenic interval valued neutrosophic hypersoft set, to analyse with all the appendages and traits under consideration for getting the better accuracy for the multi criterion decision making environment. Methods: Based on the combination of hypersoft sets, plithogenic sets and neutrosophic fuzzy sets, a plithogenic interval valued neutrosophic hypersoft set has been proposed. Findings: The tnorm , tconorm, accuracy function and plithogenic interval valued hypersoft set-TOPSIS algorithm has been proposed. To validate the above findings, it has been compared with the Fuzzy-TOPSIS for two different environments with different weightage. The results were quite interesting and it exactly matches. Novelty: By the concept of plithogenic interval valued neutrosophic hypersoft set, the results can be viewed with more accuracy for the linguistic variables rather than the crisp values. An illustrative example for multi criterion decision-making environment is solved by using the proposed method by plithogenic interval valued hypersoft set TOPSIS and it has been compared with the Fuzzy-TOPSIS.

Keywords: Hypersoft Set; Plithogenic Hypersoft Set; Neutrosophic Set; Interval Valued Neutrosophic Set; Interval Valued Neutrosophic Hypersoft Set

References

  1. Atanassov KT. Circular intuitionistic fuzzy sets. Journal of Intelligent & Fuzzy Systems. 2020;39(5):5981–5986. Available from: https://doi.org/10.3233/JIFS-189072
  2. Smarandache F. Plithogeny, Plithogenic Set, Logic, Probability and Statistics: A Short Review. Journal of Computational and Cognitive Engineering. 2022;1(2):47–50. Available from: https://doi.org/ 10.47852/bonviewJCCE2202191
  3. Basset MA, Mohamed R, Smarandache F, E. A New Decision-Making Based on Plithogenic Set for Supplier Selection. Computers, Materials & Continua. 2021;66(3):2751–2769. Available from: : https://doi.org/10.32604/cmc.2021.013092
  4. Nivetha M, Smarandache F, Broumi S. COVID-19 Decision-Making Model using Extended Plithogenic Hypersoft Sets with Dual Dominant Attributes. Journal of International Journal of Neutrosophic Science. 2021;13(2):75–86. Available from: https://doi.org/10.54216/IJNS.130204
  5. Priyadharshini SP, Irudayam N, Novel F. Approach of Refined Plithogenic Neutrosophic Sets in Multi Criteria Decision Making. International Research Journal of Modernization in Engineering Technology and Science. 2021;3(5):735–739. Available from: https://tinyurl.com/yc4v49ak
  6. Priyadharshini SP, Irudayam N, Smarandache F, F. Plithogenic Cubic Sets. International Journal of Neutrosophic Science. 2020;11:30–38. Available from: ttps://doi.org/10.5281/zenodo.4030378
  7. Quek SG, Selvachandran G, Smarandache F, Vimala J, Le SH, Bui QT, et al. Entropy Measures for Plithogenic Sets and Applications in Multi-Attribute Decision Making. Mathematics. 2020;8(6):965. Available from: https://doi.org/10.3390/math8060965
  8. Wang P, Lin Y, Fu M, Wang Z. VIKOR Method for Plithogenic Probabilistic Linguistic MAGDM and Application to Sustainable Supply Chain Financial Risk Evaluation. International Journal of Fuzzy Systems. 2023;25(2):780–793. Available from: https://doi.org/10.1007/s40815-022-01401-0
  9. Saqlain M, Riaz M, Saleem MA, Yang MS, MN J, M S. Distance and Similarity Measures for Neutrosophic HyperSoft Set (NHSS) With Construction of NHSS-TOPSIS and Applications. Matrix Theory for Neutrosophic Hypersoft Set and Applications in Multiattributive Multicriteria Decision-Making Problems. 2021;p. 1–15. Available from: https://doi.org/10.1109/ACCESS.2021.3059712
  10. Ahmad MR, Saeed M, Afzal U, Yang MS. A Novel MCDM Method Based on Plithogenic Hypersoft Sets under Fuzzy Neutrosophic Environment. Symmetry. 1855;12(11):1855. Available from: https://doi.org/10.3390/sym12111855
  11. Gomathy S, Nagarajan D, Broumi S, Lathamaheswari M. Plithogenic sets and their application in decision making. 2020. Available from: https://digitalrepository.unm.edu/nss_journal/vol38/iss1/30

Copyright

© 2023 Hema et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Published By Indian Society for Education and Environment (iSee)

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