An Investigation on the Edge-gracefulness of Bubble Sort, Bubble Sort Star, and Kulli-Cycle Windmill Graphs

John Rafael M. Antalan, Richard Tagle, Aaron Angel, John Loureynz F. Gamurot

Abstract

A fundamental area of graph theory, graph labeling concerns the assignment of integers to the vertices, edges, or both of a graph under specified constraints. One of the many types of graph labeling is edge-graceful labeling. Edge-graceful labeling requires assigning distinct integers from 1 to q to the edges of a graph G with p vertices and q edges so that the induced vertex labels, obtained by summing the labels of all incident edges modulo p, are pairwise distinct. Now, determining which graph families admit such labeling remains challenging, and this study focuses on the edge-gracefulness of bubble sort graphs, bubble sort star graphs, and Kulli-cycle windmill graphs, whose orders and sizes depend on multiple variables or factorial terms, unlike simpler graphs determined by a single parameter. Using the contrapositive of Lo’s Theorem and number-theoretic techniques, we establish that the bubble sort graph Bn is not edge-graceful whenever the parameter n is not an even integer that is greater than or equal to 4, that the only bubble sort star graphs that have the potential to be edge-graceful are BSn with n ≥ 4, and that W3 is the only edge-graceful Kulli-cycle windmill graph.

References

Abdullah, H. O. (2023). Steiner Wiener Index of Certain Windmill Graphs. Zanco Journal of Pure and Applied Sciences, 35(5); 53–59.

Angel, A. D., J. R. M. Antalan, J. L. F. Gamurot, and R. P. Tagle (2025). On the Edge-Gracefulness of Water Wheel-Type Graphs and Their Splitting Graphs. European Journal of Pure and Applied Mathematics, 18(4); 6425.

Angel, A. D., J. L. F. Gamurot, J. R. M. Antalan, and R. P. Tagle (2024). On Edge-Gracefulness of Wheel Graphs. Communications in Combinatorics, Cryptography and Computer Science, (2); 213–219.

Antalan, J. R. M., A. D. C. Angel, J. L. F. Gamurot, and R. P. Tagle (2026). Edge-Graceful Usual Fan Graphs and the Edge-Gracefulness of Degree-Splitted Usual Fan Graphs. IAENG International Journal of Applied Mathematics, 56(2); 559–572.

Biggs, N. L., E. K. Lloyd, and R. J. Wilson (1986). Graph Theory, 1736–1936. Oxford University Press.

Burton, D. M. (2010). Elementary Number Theory. McGraw-Hill Education, 7 edition.

Elsonbaty, A. and S. N. Daoud (2017). Edge Even Graceful Labeling of Some Path and Cycle Related Graphs. Ars Combinatoria, 130; 79–96.

Gallian, J. A. (2022). A Dynamic Survey of Graph Labeling. Electronic Journal of Combinatorics, 29; DS6.

Gross, J. L., J. Yellen, and M. Anderson (2018). Graph Theory and Its Applications. Chapman and Hall/CRC, 4 edition.

Guo, J. and M. Lu (2016). The Extra Connectivity of Bubble-Sort Star Graphs. Theoretical Computer Science, 645; 91–99.

Jones, R., K. Kolasinski, and P. Zhang (2012). A Proof of the Modular Edge-Graceful Trees Conjecture. Journal of Combinatorial Mathematics and Combinatorial Computing, 80; 445–455.

Kuang, Q., S. M. Lee, J. Mitchem, and A. K. Wang (1988). On Edge-Graceful Unicyclic Graphs. Congressus Numerantium, 61; 65–74.

Kulli, V. R., B. Chaluvaraju, and H. S. Boregowda (2016). Some Degree-Based Connectivity Indices of Kulli Cycle Windmill Graph. South Asian Journal of Mathematics, 6(6); 263–268.

Lee, L. M., S. M. Lee, and G. Murty (1988). On Edge-Graceful Labelings of Complete Graphs: Solutions of Lo’s Conjecture. Congressus Numerantium, 62; 225–233.

Lee, S. M. (1989). A Conjecture on Edge-Graceful Trees. Scientia, Series A: Mathematical Sciences, 3; 45–57.

Lee, S. M., S. P. Lo, and E. Seah (1992). On Edge-Gracefulness of 2-Regular Graphs. Journal of Combinatorial Mathematics and Combinatorial Computing, 12; 109–117.

Lee, S. M. and E. Seah (1990a). On Edge-Graceful Labelings of Regular Complete k-Partite Graphs. Congressus Numerantium, 75; 41–50.

Lee, S. M. and E. Seah (1990b). On Edge-Gracefulness of kth Power Cycles. Congressus Numerantium, 82; 49–60.

Lee, S. M. and E. Seah (1991). On Edge-Gracefulness of the Composition of Step Graphs with Null Graphs. In Graph Theory, Combinatorics, Algorithms, and Applications: Proceedings of the Second International Conference. San Francisco, pages 325–330.

Lee, S. M., E. Seah, and P. C. Wang (1990). On Edge-Gracefulness of kth Power Graphs. Bulletin of the Institute of Mathematics, Academia Sinica, 18; 1–11.

Lo, S. P. (1985). On Edge Graceful Labelings of Graphs. Congressus Numerantium, 50; 231–241.

Ramachandran, S. and T. Gnanaseelan (2022). Prime Labeling on Some Cycle Related Graphs. Advances and Applications in Mathematical Sciences, 21(12); 6711–6719.

Shiu, W. C., P. C. B. Lam, and H. L. Cheng (2002). Edge-Gracefulness of the Composition of Paths with Null Graphs. Discrete Mathematics, 253(1–3); 63–76.

Solairaju, A. and K. Chithra (2009). Edge-Odd Graceful Graphs. Electronic Notes in Discrete Mathematics, 33; 15–20.

Tamang, B. B. (2021). On the Study of Quadratic Diophantine Equations. Master’s thesis, Tribhuvan University.

Venkatesan, S. and P. Sekar (2017). Not All Wheel Graphs Were Edge-Graceful. International Journal of Engineering, Science and Mathematics, 6(5); 170–173.

Wang, J., X. Xu, L. Gao, S. Zhang, and Y. Yang (2015). Decycling Bubble Sort Graphs. Discrete Applied Mathematics, 194; 178–182.

Zhang, G. and S. Lin (2019). Path and Cycle Fault Tolerance of Bubble-Sort Graph Networks. Theoretical Computer Science, 779; 8–16.

Authors

John Rafael M. Antalan
Richard Tagle
Aaron Angel
aaronangeldc@gmail.com (Primary Contact)
John Loureynz F. Gamurot
Author Biography

John Loureynz F. Gamurot

1 Department of Mathematics and Physics, College of Science, Central Luzon State University, Science City of Muñoz, Nueva Ecija, 3120, Philippines

2 Department of Mathematics and Computer Science, University of the Philippines Baguio, Baguio City, 2600, Philippines

Antalan, J. R. M., Tagle, R., Angel, A., & Gamurot, J. L. F. (2026). An Investigation on the Edge-gracefulness of Bubble Sort, Bubble Sort Star, and Kulli-Cycle Windmill Graphs. Science and Technology Indonesia, 11(4), 1735–1743. https://doi.org/10.26554/sti.2026.11.4.1734-1742

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