Abstract
A subset S of vertex set V(G) of a graph G is a zero forcing set of G if iteratively adding vertices to S from \(V(G){\setminus }S\) that are the unique neighbor in \(V(G){\setminus } S\) of some vertex in S, results in the entire V(G) of G. Additionally, if the subgraph induced by S is connected, then S is a connected forcing set of G. The zero (resp., connected) forcing number, denoted by F(G) (resp., \(F_c(G)\)), of G is the minimum cardinality of a zero (resp., connected) forcing set of G. Davila and Kenter [Theory Appl. Graphs, 2(2) (2015) Article 1] proved that \(F(G)\le n-g+2\) for graphs G of finite girth g and order \(n (\ge g)\). In this paper, first, we restrict G to be connected and improve the upper bound according to the value of g: \(F(G)\le n-g+2\) when \(g=3, 4\) or n; \(F(G)\le n-g+1\) when \(g=5, 6\) or \(n-1\) \((n \ge 6)\) and \(F(G)\le n-g\) when \(7\le g\le n-2\). Further, the extremal graphs are characterized, respectively. Davila et al. [Graphs Combin. 34 (2018) 1159-1174] proved a similar upper bound on \(F_c(G)\) for 2-connected graphs G with n vertices and finite girth g: \(F_c(G)\le n-g+2\). Secondly, we prove that \(F_c(G)=n-g+2\) if and only if G is \(C_{n}\), or \(K_{n}\), or \(K_{a,b}\) for integers \(a, b \ge 2\), \(a+b=n\). Finally, we also characterize all connected triangle-free or subcubic graphs G of order n with \(F(G)=n-3\).





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Acknowledgements
The authors would like to express their gratitude to the referees for their valuable remarks and suggestions which improved the paper.
Funding
This work is supported by National Natural Science Foundation of China (Grants Nos. 12071194, 12171089, 11571155); Natural Science Foundation of Fujian (Grant No. 2021J02048).
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Liang, YP., Li, J. & Xu, SJ. On Extremal Graphs for Zero Forcing Number. Graphs and Combinatorics 38, 185 (2022). https://doi.org/10.1007/s00373-022-02591-y
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DOI: https://doi.org/10.1007/s00373-022-02591-y