All Graphs with a Failed Zero Forcing Number of Two
Luis Gomez, Karla Rubi, Jorden Terrazas, and Darren A. Narayan

TL;DR
This paper characterizes all graphs with a failed zero-forcing number of two, advancing understanding of the maximum size of vertex sets that do not force the entire graph to be zero-forced.
Contribution
It provides a complete characterization of graphs with failed zero-forcing number two, solving a problem posed in 2015.
Findings
Characterization of all graphs with F(G)=2
Resolution of a 2015 open problem
New insights into failed zero-forcing parameters
Abstract
Given a graph , the zero-forcing number of , , is the smallest cardinality of any set of vertices on which repeated applications of the forcing rule results in all vertices being in . The forcing rule is: if a vertex is in , and exactly one neighbor of is not in , then is added to in the next iteration. Zero-forcing numbers have attracted great interest over the past 15 years and have been well studied. In this paper we investigate the largest size of a set that does not force all of the vertices in a graph to be in . This quantity is known as the failed zero-forcing number of a graphs and will be denoted by , and has received attention in recent years. We present new results involving this parameter. In particular, we completely characterize all graphs where , solving a problem posed in 2015 by Fetcie, Jacob, and…
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