Balance Spherical Interval Valued Fuzzy Graphs
Main Article Content
Abstract
Spherical interval-valued fuzzy graphs (SIvFGs) represent a further advancement of the original concept of spherical fuzzy graphs (SFGs). Within this framework, the balanced spherical fuzzy graph forms a distinct subclass that highlights equilibrium in structural relationships. In this study, we introduce the concept of balanced spherical interval-valued fuzzy graphs based on density functions and investigate their fundamental properties and examine their key properties. We also establish a set of comprehensive criteria for determining whether a given SIvFG is balanced. Furthermore, an analytical approach is developed to determine whether an SIvFG is balanced. Overall, this work illustrates how balanced spherical interval-valued fuzzy graphs can effectively model and interpret the interconnections among neighboring nations.
Article Details
References
- M. Akram, M.G. Karunambigai, K. Palanivel, S. Sivasankar, Balanced Bipolar Fuzzy Graphs, J. Adv. Res. Pure Math. 6 (2014), 58–71. https://doi.org/10.5373/jarpm.1973.021714.
- M. Akram, B. Davvaz, Strong Intuitionistic Fuzzy Graphs, Filomat 26 (2012), 177–196. https://doi.org/10.2298/fil1201177a.
- M. Akram, A. Habib, F. Ilyas, J. Mohsan Dar, Specific Types of Pythagorean Fuzzy Graphs and Application to Decision-Making, Math. Comput. Appl. 23 (2018), 42. https://doi.org/10.3390/mca23030042.
- M. Akram, A. Habib, q-Rung Picture Fuzzy Graphs: A Creative View on Regularity with Applications, J. Appl. Math. Comput. 61 (2019), 235–280. https://doi.org/10.1007/s12190-019-01249-y.
- M. Akram, D. Saleem, T. Al-Hawary, Spherical Fuzzy Graphs with Application to Decision-Making, Math. Comput. Appl. 25 (2020), 8. https://doi.org/10.3390/mca25010008.
- T. Al-Hawary, On Balanced Graphs and Balanced Matroids, Math. Sci. Res. Hot-Line 4 (2000), 35–45.
- T. Al-Hawary, Complete Fuzzy Graphs, Int. J. Math. Comb. 4 (2011), 26–34.
- T. Al-Hawary, Certain Classes of Fuzzy Graphs, Eur. J. Pure Appl. Math. 10 (2017), 552–560.
- T. Al-Hawary, T. Mahmood, N. Jan, K. Ullah, A. Hussain, On Intuitionistic Fuzzy Graphs and Some Operations on Picture Fuzzy Graphs, Researchgate, 2018. https://www.researchgate.net/publication/325848123.
- T.A. Al-Hawary, S.H. Al-Shalaldeh, M. Akram, Certain Matrices and Energies of Fuzzy Graphs, TWMS J. Pure Appl. Math. 14 (2023), 50–68. https://doi.org/10.30546/2219-1259.14.1.2023.50.
- S. Amanathulla, B. Bera, M. Pal, Balanced Picture Fuzzy Graph with Application, Artif. Intell. Rev. 54 (2021), 5255–5281. https://doi.org/10.1007/s10462-021-10020-4.
- K.T. Atanassov, Intuitionistic Fuzzy Sets, Fuzzy Sets Syst. 20 (1986), 87–96. https://doi.org/10.1016/s0165-0114(86)80034-3.
- B.C. Cuong, V. Kreinovich, Picture fuzzy sets, Part 1, in: Seminar Neuro-Fuzzy Systems with Applications, Institute of Mathematics, Vietnam Academy of Science and Technology, Hanoi, Vietnam, 2013.
- B. C. Cuong, Picture fuzzy sets, Part 2, In Seminar Neuro-Fuzzy Systems with Applications, Institute of Mathematics, Vietnam Academy of Science and Technology: Hanoi, Vietnam, 2013.
- B.C. Cuong, V. Kreinovich, Picture Fuzzy Sets - a New Concept for Computational Intelligence Problems, in: 2013 Third World Congress on Information and Communication Technologies (WICT 2013), IEEE, 2013, pp. 1–6. https://doi.org/10.1109/wict.2013.7113099.
- S. Das, G. Ghorai, Analysis of Road Map Design Based on Multigraph with Picture Fuzzy Information, Int. J. Appl. Comput. Math. 6 (2020), 57. https://doi.org/10.1007/s40819-020-00816-3.
- G. Ghorai, M. Pal, On Some Operations and Density of m-Polar Fuzzy Graphs, Pac. Sci. Rev. A: Nat. Sci. Eng. 17 (2015), 14–22. https://doi.org/10.1016/j.psra.2015.12.001.
- P. Khamrot, T. Gaketem, Spherical Interval Valued Fuzzy Ideals Which Coincide in Semigroups, J. Math. Comput. Sci. 33 (2023), 42–56. https://doi.org/10.22436/jmcs.033.01.04.
- A. Guleria, R.K. Bajaj, T-Spherical Fuzzy Graphs: Operations and Applications in Various Selection Processes, Arab. J. Sci. Eng. 45 (2020), 2177–2193. https://doi.org/10.1007/s13369-019-04107-y.
- F. Kutlu Gündoğdu, C. Kahraman, Spherical Fuzzy Sets and Spherical Fuzzy TOPSIS Method, J. Intell. Fuzzy Syst. 36 (2019), 337–352. https://doi.org/10.3233/jifs-181401.
- A. Mohamed Ismayil, N. Asha Bosley, Domination in Picture Fuzzy Graphs, Am. Int. J. Res. Sci. Technol. Eng. Math. ICOMAC 2019-080 (2019), 205–210.
- M. Ismayil, R.U. Rehman, R. Tejaswini, Edge Domination in Picture Fuzzy Graphs, Int. J. Comput. Eng. Res. 9 (2019), 39–45.
- N. Jan, T. Mahmood, L. Zedam, K. Ullah, J.C.R. Alcantud, B. Davvaz, Analysis of Social Networks, Communication Networks and Shortest Path Problems in the Environment of Interval-Valued q-Rung Ortho Pair Fuzzy Graphs, Int. J. Fuzzy Syst. 21 (2019), 1687–1708. https://doi.org/10.1007/s40815-019-00643-9.
- N. Jan, T. Mahmood, L. Zedam, L. Abdullah, K. Ullah, Analysis of Double Domination by Using the Concept of Spherical Fuzzy Information with Application, J. Ambient Intell. Humaniz. Comput. 14 (2023), 1147–1162. https://doi.org/10.1007/s12652-021-03370-y.
- M.G. Karunambigai, M. Akram, S. Sivasankar, K. Palanivel, Balanced Intuitionistic Fuzzy Graphs, Appl. Math. Sci. 7 (2013), 2501–2514. https://doi.org/10.12988/ams.2013.13226.
- L.T. Koczy, N. Jan, T. Mahmood, K. Ullah, Analysis of Social Networks and Wi-Fi Networks by Using the Concept of Picture Fuzzy Graphs, Soft Comput. 24 (2020), 16551–16563. https://doi.org/10.1007/s00500-020-04959-9.
- C. Liu, F. Nie, R. Wang, X. Li, Graph-Based Soft-Balanced Fuzzy Clustering, IEEE Trans. Fuzzy Syst. 31 (2023), 2044–2055. https://doi.org/10.1109/tfuzz.2022.3218371.
- S.Y. Mohamed, A.M. Ali, Energy of Spherical Fuzzy Graphs, Adv. Math. Sci. J. 9 (2020), 321–332. https://doi.org/10.37418/amsj.9.1.26.
- K. Mohanta, A. Dey, A. Pal, A Study on Picture Dombi Fuzzy Graph, Decis. Mak. Appl. Manag. Eng. 3 (2020), 119–130. https://doi.org/10.31181/dmame2003119m.
- S. Naz, S. Ashraf, M. Akram, A Novel Approach to Decision-Making with Pythagorean Fuzzy Information, Mathematics 6 (2018), 95. https://doi.org/10.3390/math6060095.
- R. Parvathi, M.G. Karunambigai, Intuitionistic Fuzzy Graphs, in: B. Reusch, (ed) Computational Intelligence, Theory and Applications, Springer, Berlin, Heidelberg, pp. 139–150, (2006). https://doi.org/10.1007/3-540-34783-6_15.
- N.R. Santhimaheswari, C. Sekar, On Strongly Edge Irregular Fuzzy Graphs, Kragujevac J. Math. 40 (2016), 125–135. https://doi.org/10.5937/kgjmath1601125s.
- H. Rashmanlou, M. Pal, Balanced Interval-Valued Fuzzy Graphs, J. Phys. Sci. 17 (2013), 43–57.
- A. Rosenfeld, Fuzzy Graphs, in: Fuzzy Sets and their Applications to Cognitive and Decision Processes, Elsevier, pp. 77–95, (1975). https://doi.org/10.1016/b978-0-12-775260-0.50008-6.
- S. Sahoo, M. Pal, Intuitionistic Fuzzy Competition Graphs, J. Appl. Math. Comput. 52 (2016), 37–57. https://doi.org/10.1007/s12190-015-0928-0.
- S. Samanta, M. Pal, A. Pal, Some More Results on Fuzzy k-Competition Graphs, Int. J. Adv. Res. Artif. Intell. 3 (2014), 60–67. https://doi.org/10.14569/IJARAI.2014.030109.
- S. Samanta, A. Pal, M. Pal, New Concepts of Fuzzy Planar Graphs, Int. J. Adv. Res. Artif. Intell. 3 (2014), 52–59. https://doi.org/10.14569/IJARAI.2014.030108.
- S. Samanta, M. Pal, Fuzzy Planar Graphs, IEEE Trans. Fuzzy Syst. 23 (2015), 1936–1942. https://doi.org/10.1109/tfuzz.2014.2387875.
- M. Shoaib, W. Mahmood, W. Albalawi, F.A. Shami, Notion of Complex Spherical Fuzzy Graph with Application, J. Funct. Spaces 2022 (2022), 1–27. https://doi.org/10.1155/2022/1795860.
- S. Sivasankar, S. Broumi, Balanced Neutrosophic Graphs, Neutrosophic Sets Syst. 50 (2022), 310–319.
- B. Some, P. Das, A. Pal, Balance Spherical Fuzzy Graph and Their Applications, TWMS J. Appl. Eng. Math. 15 (2025), 728–747.
- W. Xiao, A. Dey, L.H. Son, A Study on Regular Picture Fuzzy Graph with Applications in Communication Networks, J. Intell. Fuzzy Syst. 39 (2020), 3633–3645. https://doi.org/10.3233/jifs-191913.
- R.R. Yager, On Ordered Weighted Averaging Aggregation Operators in Multicriteria Decisionmaking, IEEE Trans. Syst. Man Cybern. 18 (1988), 183–190. https://doi.org/10.1109/21.87068.
- L.A. Zadeh, Fuzzy Sets, Inf. Control 8 (1965), 338–353. https://doi.org/10.1016/s0019-9958(65)90241-x.
- L.A. Zadeh, Similarity Relations and Fuzzy Orderings, Inf. Sci. 3 (1971), 177–200. https://doi.org/10.1016/s0020-0255(71)80005-1.
- L. Zedam, N. Jan, E. Rak, T. Mahmood, K. Ullah, An Approach Towards Decision-Making and Shortest Path Problems Based on T-Spherical Fuzzy Information, Int. J. Fuzzy Syst. 22 (2020), 1521–1534. https://doi.org/10.1007/s40815-020-00820-1.
- C. Zuo, A. Pal, A. Dey, New Concepts of Picture Fuzzy Graphs with Application, Mathematics 7 (2019), 470. https://doi.org/10.3390/math7050470.