Some Bounds on the Zero Forcing Number of a Graph
Michael Gentner, Dieter Rautenbach

TL;DR
This paper establishes new bounds on the zero forcing number of graphs, refining previous results and exploring its behavior in various graph classes, with implications for matrix theory, quantum physics, and logic circuits.
Contribution
It provides improved upper and lower bounds on the zero forcing number for different graph types, including regular graphs and graphs with specific girth and degree conditions.
Findings
Bound $Z(G) \
for connected graphs with maximum degree $\
and characterizes exceptions.
Abstract
A set of vertices of a graph is a zero forcing set of if initially labeling all vertices in with and all remaining vertices of with , and then, iteratively and as long as possible, changing the label of some vertex from to if is the only neighbor with label of some vertex with label , results in the entire vertex set of . The zero forcing number , defined as the minimum order of a zero forcing set of , was proposed as an upper bound of the corank of matrices associated with , and was also considered in connection with quantum physics and logic circuits. In view of the computational hardness of the zero forcing number, upper and lower bounds are of interest. Refining results of Amos, Caro, Davila, and Pepper, we show that for a connected graph of order and maximum degree…
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