Topological indices serve as key numerical invariants for characterizing graph structures and play an important role in chemical graph theory. In this work, we investigated degree-based topological indices of zero-divisor graphs arising from finite commutative reduced rings. Closed-form expressions were established for the Narumi–Katayama index and the first and second multiplicative Zagreb indices for this class of rings. The results obtained here extend and refine earlier studies on degree-based indices of zero-divisor graphs, and we additionally identify and correct certain inaccuracies present in previous analyses by other researchers. Furthermore, we provide Python-based computations to validate the theoretical findings, accompanied by comparative numerical and graphical illustrations.
Citation: R. Sankari Alias Deepa, R. Gurusamy, S. Arockiaraj, Yilun Shang. On the multiplicative Zagreb indices of zero-divisor graphs of finite commutative reduced rings[J]. AIMS Mathematics, 2026, 11(8): 25814-25838. doi: 10.3934/math.20261034
Topological indices serve as key numerical invariants for characterizing graph structures and play an important role in chemical graph theory. In this work, we investigated degree-based topological indices of zero-divisor graphs arising from finite commutative reduced rings. Closed-form expressions were established for the Narumi–Katayama index and the first and second multiplicative Zagreb indices for this class of rings. The results obtained here extend and refine earlier studies on degree-based indices of zero-divisor graphs, and we additionally identify and correct certain inaccuracies present in previous analyses by other researchers. Furthermore, we provide Python-based computations to validate the theoretical findings, accompanied by comparative numerical and graphical illustrations.
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