Interval-Valued Neutrosophic Models Based on Superhypergraphs

Authors

DOI:

https://doi.org/10.64060/ANMI1V1i5

Keywords:

HyperGraph, Neutrosophic Graph, SuperHyperGraph, Interval-valued Neutrosophic Hypergraph, Intervalvalued Neutrosophic Superhypergraph

Abstract

Graph theory provides a fundamental framework for modeling relationships via vertices and edges. Hypergraphs extend this framework by allowing hyperedges to connect multiple vertices simultaneously, while superhypergraphs further generalize hypergraphs through iterated powerset constructions, thereby capturing complex hierarchical dependencies. This paper introduces and investigates the interval-valued neutrosophic superhypergraph, a new structure that unifies interval-valued neutrosophic hypergraphs with neutrosophic superhypergraphs. By assigning an interval-valued neutrosophic triple to each vertex at every hierarchical level, the proposed model represents truth, indeterminacy, and falsity degrees within multilevel relations. We also discuss several engineering applications of interval-valued neutrosophic superhypergraphs.

References

[1] Reinhard Diestel. Graph theory. Springer (print edition); Reinhard Diestel (eBooks), 2024.

[2] Yifan Feng, Haoxuan You, Zizhao Zhang, Rongrong Ji, and Yue Gao. Hypergraph neural networks. In Proceedings of the AAAI conference on artificial intelligence, 2019.

[3] Alain Bretto. Hypergraph theory. An introduction. Mathematical Engineering. Cham: Springer, 1, 2013.

[4] Yue Gao, Zizhao Zhang, Haojie Lin, Xibin Zhao, Shaoyi Du, and Changqing Zou. Hypergraph learning: Methods and practices. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(5):2548–2566, 2020.

[5] Florentin Smarandache. Extension of HyperGraph to n-SuperHyperGraph and to Plithogenic n-SuperHyperGraph, and Extension of HyperAlgebra to n-ary (Classical-/Neutro-/Anti-) HyperAlgebra. Infinite Study, 2020.

[6] Jonathan L Gross, Jay Yellen, and Mark Anderson. Graph theory and its applications. Chapman and Hall/CRC, 2018.

[7] Lotfi A Zadeh. Fuzzy sets. Information and control, 8(3):338–353, 1965.

[8] Sujit Das and Samarjit Kar. Intuitionistic multi fuzzy soft set and its application in decision making. In Pattern Recognition and Machine Intelligence: 5th International Conference, PReMI 2013, Kolkata, India, December 10-14, 2013. Proceedings 5, pages 587–592. Springer, 2013.

[9] T. Fujita and Florentin Smarandache. A Survey of Fuzzy and Uncertain Concepts in Applied Mathematics. Neutrosophic Science International Association (NSIA) Publishing House, April 2025.

[10] Dongsheng Xu, Liang Zhou, Yihui Zhao, and Xin Liu. Novel three-way decision models based on bayes decision theory with neutrosophic sets. IAENG International Journal of Applied Mathematics, 54(5):910–916, 2024.

[11] Dmitriy Molodtsov. Soft set theory-first results. Computers & mathematics with applications, 37(4-5):19–31, 1999.

[12] Pradip Kumar Maji, Ranjit Biswas, and A Ranjan Roy. Soft set theory. Computers & mathematics with applications, 45(4-5):555–562, 2003.

[13] Florentin Smarandache. Extension of soft set to hypersoft set, and then to plithogenic hypersoft set. Neutrosophic sets and systems, 22(1):168–170, 2018.

[14] Zdzisław Pawlak. Rough sets. International journal of computer & information sciences, 11:341–356, 1982.

[15] T. Fujita and Florentin Smarandache. A Comprehensive Survey of Set-Theoretic Concepts Related to Fuzzy, Neutrosophic, and Uncertain Sets. Neutrosophic Science International Association (NSIA) Publishing House, 1.0 edition, 2026.

[16] Florentin Smarandache. Plithogenic set, an extension of crisp, fuzzy, intuitionistic fuzzy, and neutrosophic sets-revisited. Infinite study, 2018.

[17] Azriel Rosenfeld. Fuzzy graphs. In Fuzzy sets and their applications to cognitive and decision processes, pages 77–95. Elsevier, 1975.

[18] Hossein Rashmanlou, Sovan Samanta, Madhumangal Pal, and Rajab Ali Borzooei. Intuitionistic fuzzy graphs with categorical properties. Fuzzy information and Engineering, 7(3):317–334, 2015.

[19] Lihua Lin, Meichun Zhang, and Li Ma. Solving the telecommunication network problem using vague graph. Engineering Letters, 28(4):1213–1219, 2020.

[20] Said Broumi, Mohamed Talea, Assia Bakali, and Florentin Smarandache. Single valued neutrosophic graphs. Journal of New theory, 10:86–101, 2016.

[21] Said Broumi, Mohamed Talea, Assia Bakali, and Florentin Smarandache. Interval valued neutrosophic graphs. Critical Review, XII, 2016:5–33, 2016.

[22] T. Fujita and Florentin Smarandache. Fuzzy, Neutrosophic, and Uncertain Graph Theory: Properties and Applications. Neutrosophic Science International Association (NSIA) Publishing House, 1.0 edition, 2026.

[23] Fazeelat Sultana, Muhammad Gulistan, Mumtaz Ali, Naveed Yaqoob, Muhammad Khan, Tabasam Rashid, and Tauseef Ahmed. A study of plithogenic graphs: applications in spreading coronavirus disease (covid-19) globally. Journal of ambient intelligence and humanized computing, 14(10):13139–13159, 2023.

[24] R. Jahir Hussain and M. S. Afya Farhana. Fuzzy chromatic number of fuzzy soft cycle and complete fuzzy soft graphs. AIP Conference Proceedings, 2023.

[25] Muhammad Saeed, Atiqe Ur Rahman, and Muhammad Arshad. A study on some operations and products of neutrosophic hypersoft graphs. Journal of Applied Mathematics and Computing, 68(4):2187–2214, 2022.

[26] Rehana Noor, Iqra Irshad, and Imran Javaid. Soft rough graphs. arXiv: General Mathematics, 2017.

[27] Mohammad Hamidi, Florentin Smarandache, and Mohadeseh Taghinezhad. Decision Making Based on Valued Fuzzy Superhypergraphs. Infinite Study, 2023.

[28] Claude Berge. Hypergraphs: combinatorics of finite sets, volume 45. Elsevier, 1984.

[29] Florentin Smarandache. SuperHyperFunction, SuperHyperStructure, Neutrosophic SuperHyperFunction and Neutrosophic SuperHyperStructure: Current understanding and future directions. Infinite Study, 2023.

[30] Florentin Smarandache. A unifying field in logics: Neutrosophic logic. In Philosophy, pages 1–141. American Research Press, 1999.

[31] Haibin Wang, Florentin Smarandache, Rajshekhar Sunderraman, and Yan-Qing Zhang. interval neutrosophic sets and logic: theory and applications in computing: Theory and applications in computing, volume 5. Infinite Study, 2005.

[32] Said Broumi, Florentin Smarandache, Mohamed Talea, and Assia Bakali. An introduction to bipolar single valued neutrosophic graph theory. Applied Mechanics and Materials, 841:184–191, 2016.

[33] Muhammad Akram, Sundas Shahzadi, and Arsham Borumand Saeid. Single-valued neutrosophic hypergraphs. viXra, pages 1–14, 2018.

[34] Nguyen Tho Thong, Florentin Smarandache, Nguyen Dinh Hoa, Le Hoang Son, Luong Thi Hong Lan, Cu Nguyen Giap, Dao The Son, and Hoang Viet Long. A novel dynamic multi-criteria decision making method based on generalized dynamic interval-valued neutrosophic set. Symmetry, 12(4):618, 2020.

[35] Muhammad Saeed, Muhammad Saqlain, and Asad Mehmood. Application of similarity measure on m-polar interval-valued neutrosophic set in decision making in sports, volume 38. Infinite Study, 2020.

[36] Said Broumi, Mohamed Talea, Assia Bakali, Florentin Smarandache, Quek Shio Gai, and Ganeshsree Selvachandran. Introduction of some new results on interval-valued neutrosophic graphs. Journal of Information and Optimization Sciences, 40(7):1475–1498, 2019.

[37] Said Broumi, Assia Bakali, Mohamed Talea, Florentin Smarandache, and Prem Kumar Singh. Properties of interval-valued neutrosophic graphs. Fuzzy Multi-criteria Decision-Making Using Neutrosophic Sets, pages 173–202, 2019.

[38] Ali Hassan, Muhammad Aslam Malik, and Florentin Smarandache. Regular and totally regular interval valued neutrosophic hypergraphs. Infinite Study, 2016.

[39] Muhammad Aslam Malik, Ali Hassan, Said Broumi, Assia Bakali, Mohamed Talea, and Florentin Smarandache. Isomorphism of interval valued neutrosophic hypergraphs. Infinite Study, 2016.

[40] R Radha, A Stanis Arul Mary, and Florentin Smarandache. Quadripartitioned neutrosophic pythagorean soft set. International Journal of Neutrosophic Science (IJNS) Volume 14, 2021, page 11, 2021.

[41] Manal Al-Labadi, Shuker Khalil, VR Radhika, K Mohana, et al. Pentapartitioned neutrosophic vague soft sets and its applications. International Journal of Neutrosophic Science, 2:64–4, 2025.

[42] Nivetha Martin. Plithogenic swara-topsis decision making on food processing methods with different normalization techniques. Advances in Decision Making, 69, 2022.

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Published

2026-03-15

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How to Cite

Interval-Valued Neutrosophic Models Based on Superhypergraphs. (2026). Advances in Neutrosophic Mathematics and Informatics, 1(1), 31-42. https://doi.org/10.64060/ANMI1V1i5

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