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Title

Single-valued Plithogenic entropy measurement

  Prem Kumar Singh 1 *

1  Department of Computer Science and Engineering, Gandhi Institute of Technology and Management-Visakhapatnam, Andhra Pradesh 530045, India
    (premsingh.csjm@gmail.com)


Doi   :   https://doi.org/10.54216/JNFS.070102

Received: January 28, 2023 Revised: May 15, 2023 Accepted: June 28, 2023

Abstract :

In the last decade many researchers paid attention towards uncertainty measurement in given attributes arises unconsciously. These types of uncertainty measurement become more complex in case of dynamic changes in multi-variable, multi-attributes or Plithogenic attributes. It creates major problem at time of knowledge discovery and processing tasks. To resolve this issue, a method is proposed in this paper for precise measurement of randomness arises unconsciously for single valued Plithogenic attribute. In addition the selection of some important Plithogenic attributes at user defined granulation is discussed with an illustrative example.

Keywords :

Knowledge representation , Plithogenic set , Plithogenic probability , Shannon entropy , Granulation , Turiyam  ,   ,

References :

[1] Smarandache F, Plithogeny, Plithogenic Set, Logic, Probability, and Statistics. Pons Publishing House, Brussels 2017.

[2] Smarandache F, Extension of Soft Set to hypersoft Set, and then to Plithogenic Hypersoft set. Neutrosophic Set and System, 2018, Volume 22, pp. 168-170.

[3] Smarandache F, n-valued refine neutrosophic logic and its applications to physics. Progress in Physics, 2013, Volume 4, pp. 143-146

[4] Singh PK, Three-way n-valued neutrosophic concept lattice at different granulation. International Journal of Machine Learning and Cybernetics, 2018, Volume 9, Issue 11, pp. 1839-1855

[5] Singh PK, Plithogenic set for multi-variable data analysis. International Journal of Neutrosophic Sciences, 2020, Vol 1, Issue 2, pp. 81-89, DOI: 10.5281/zenodo.3689808.

[6] Singh PK, Single-valued Plithogenic graph for handling multi-valued attribute data its context. International Journal of Neutrosophic Sciences, 2021, Volume 15, Issue 2, pp. 98-112

[7] Singh PK, Air Quality Index Analysis Using Single-Valued Neutrosophic Plithogenic Graph for Multi-Decision Process. International Journal of Neutrosophic Sciences, 2021, Volume 16, Issue 1, pp. 28-141

[8] Gayen S, Samarandache F, Jha S, Singh MK, Broumi S, Kumar R, Introduction of Plithogenic hypersoft subgroup. Neutrosophic Sets and Systems, 2020, Volume 33, pp. 208-233

[9] Rana S, Qayuum M, Saeed M, Samarandache F, Khan BA, Plithogenic fuzzy, whole hypersoft set, construction of operators and their application in frequency matrix multi attribute decision making technique, Neutrosophic Sets and Systems, 2019, Volume 28, pp. 34-50

[10] Priyadharsini SP, Irudayam N, Smarandache F, Plithogenic Cubic Set. International Journal of Neutrosophic Sciences, 2020, Volume 11, Issue (1), pp. 30-38

[11] Gomathy S, Nagarajan D, Broumi S, Lathamaheswari M, Plithogenic sets and their application in decision making. Neutrosophic Sets and Systems, 2020, Volume 38, pp. 453-469

[12] Shannon, C. E. (1948). A mathematical theory of communication. The Bell System Technical Journal, 1948, Volume 27, pp. 379–423

[13] Singh PK, Ch. Aswani Kumar, Li JH, Concepts reduction in formal concept analysis with fuzzy setting using Shannon entropy. International Journal of Machine Learning and Cybernetics, 2017, Volume 8, Issue 1, pp. 179-189

[14] Singh PK, Gani A, Fuzzy concept lattice reduction using Shannon entropy and Huffman coding. Journal of Applied Non-Classic logic, 2015, Volume 25, issue 2, page 101-119

[15] Singh PK, Vague concept lattice reduction using granular computing and vague entropy. Mathematics and Computers in Simulation, 2019, Volume 165, pp. 56-73

[16] Singh PK, t-index: Entropy based random document and citation analysis using average h-index. Scientrometrics, 2022, Volume 127, pp. 637-660, DOI 10.1007/s11192-021-04222-4

[17] Singh PK, Non-Euclidean Data Exploration using Turiyam Set and its Complement. Journal of Neutrosophic and Fuzzy Systems, 2023, Volume 6, Issue 2, pp. 23-37

[18] Smarandache F, Plithogenic probability and statistics are generalization of multivariate probability and statistics. Neutrosophic Sets and Systems, 2021, Volume 43, pp. 280-289.

[19] Quek SG, Selvachandran G, Smarandache F, Vimala J, Le SH, Bui QT, Gerogiannis VC (2020) Entropy Measures for Plithogenic Sets and Applications in Multi-Attribute Decision Making. Mathematics, 2020, Volume 8, pp. 965, doi:10.3390/math8060965

[20] Singh PK, Dark data analysis using Intuitionistic Plithogenic Graphs. International Journal of Neutrosophic Sciences, 2021, Volume 16, Issue 2, pp. 80-100

[21] Singh PK, Complex Plithogenic Set. International Journal of Neutrosophic Sciences, 2022, Volume 18, Issue 1, pp. 57-72

[22] Singh, P.K. Four way Turiyam Set based Human Quantum Cognition Analysis, Journal of Artificial Intelligence and Technology, September 2022, Volume 2 , Issue 4, pp. 144-151

[23] Singh, P. (2023). Ambiguous set theory: A new approach to deal with unconsciousness and ambiguousness of human perception. Journal of Neutrosophic and Fuzzy Systems, 5(1), 52-2.

[24] Ganati, G.A., Repalle, V.N.S.R., Ashebo, M.A, Social network analysis by Turiyam graphs. BMC Res Notes, 2023, Volume 16, Issue170, https://doi.org/10.1186/s13104-023-06435-7


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MLA Prem Kumar Singh. "Single-valued Plithogenic entropy measurement." Full Length Article, Vol. 7, No. 1, 2023 ,PP. 16-23 (Doi   :  https://doi.org/10.54216/JNFS.070102)
APA Prem Kumar Singh. (2023). Single-valued Plithogenic entropy measurement. Journal of Full Length Article, 7 ( 1 ), 16-23 (Doi   :  https://doi.org/10.54216/JNFS.070102)
Chicago Prem Kumar Singh. "Single-valued Plithogenic entropy measurement." Journal of Full Length Article, 7 no. 1 (2023): 16-23 (Doi   :  https://doi.org/10.54216/JNFS.070102)
Harvard Prem Kumar Singh. (2023). Single-valued Plithogenic entropy measurement. Journal of Full Length Article, 7 ( 1 ), 16-23 (Doi   :  https://doi.org/10.54216/JNFS.070102)
Vancouver Prem Kumar Singh. Single-valued Plithogenic entropy measurement. Journal of Full Length Article, (2023); 7 ( 1 ): 16-23 (Doi   :  https://doi.org/10.54216/JNFS.070102)
IEEE Prem Kumar Singh, Single-valued Plithogenic entropy measurement, Journal of Full Length Article, Vol. 7 , No. 1 , (2023) : 16-23 (Doi   :  https://doi.org/10.54216/JNFS.070102)