paper

Closed Walks Of Low Dimension And Twisted Moments On Self-Loop Graphs

arXiv:2509.17035

Abstract

Let be a graph with loops attached at each vertex in In this article, we develop exact formulae for the number of closed - and -walks on in terms of vertex degrees and certain elementary subgraphs of We then derive the specific closed walks formulae for several graph families such as complete bipartite self-loop graphs, complete graphs, cycle graphs, etc. We demonstrate that such invariants are non-trivial in which otherwise may be trivial in the loopless case. Moreover, we study a moment-like quantity twisted by the spectral moment for and show a positivity result. We also establish that the following ratio inequality holds: \[ \frac{\mathcal{M}_{1}}{\mathcal{M}_{0}} \leq \frac{\mathcal{M}_{2}}{\mathcal{M}_{1}} \leq \frac{\mathcal{M}_{3}}{\mathcal{M}_{2}} \leq \frac{\mathcal{M}_{4}}{\mathcal{M}_{3}} \leq \cdots \leq \frac{\mathcal{M}_{n}}{\mathcal{M}_{n-1}} \leq \cdots. \] As a consequence, we obtain lower bounds for the self-loop graph energy in terms of extending some classical bounds.

19 pages, 4 figures. To appear in Bull. Malays. Math. Sci. Soc