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	<meta name="DC.Creator.PersonalName" content="Garry S Bowlin"/>
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	<meta name="DC.Description" xml:lang="en" content="A  signed graph  is a graph where each edge is labeled as either positive or negative. A circle is  positive  if the product of edge labels is positive. The  frustration index  is the least number of edges that need to be removed so that every remaining circle is positive. The  maximum frustration  of a graph is the maximum frustration index over all possible sign labellings. We prove two results about the maximum frustration of a complete bipartite graph $K_{l,r}$, with $l$ left vertices and $r$ right vertices. First, it is bounded above by\[ \frac{lr}{2}\left(1-\frac{1}{2^{l-1}}\binom{l-1}{\lfloor \frac{l-1}{2}\rfloor}\right).\] Second, there is a unique family of signed $K_{l,r}$ that reach this bound. Using this fact, exact formulas for the maximum frustration of $K_{l,r}$ are found for $l \leq 7$."/>
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	<div id="articleTitle"><h3>Maximum Frustration in Bipartite Signed Graphs</h3></div>
	<div id="authorString"><em>Garry S Bowlin</em></div>
	<br />
			<div id="articleAbstract">
		<h4>Abstract</h4>
		<br />
		<div>A <em>signed graph</em> is a graph where each edge is labeled as either positive or negative. A circle is <em>positive</em> if the product of edge labels is positive. The <em>frustration index</em> is the least number of edges that need to be removed so that every remaining circle is positive. The <em>maximum frustration</em> of a graph is the maximum frustration index over all possible sign labellings. We prove two results about the maximum frustration of a complete bipartite graph $K_{l,r}$, with $l$ left vertices and $r$ right vertices. First, it is bounded above by\[ \frac{lr}{2}\left(1-\frac{1}{2^{l-1}}\binom{l-1}{\lfloor \frac{l-1}{2}\rfloor}\right).\] Second, there is a unique family of signed $K_{l,r}$ that reach this bound. Using this fact, exact formulas for the maximum frustration of $K_{l,r}$ are found for $l \leq 7$.</div>
		<br />
		</div>
	
			<div id="articleSubject">
		<h4>Keywords</h4>
		<br />
		<div>Graph Theory; Signed Graphs; Frustration Index; Balance; Line Index</div>
		<br />
		</div>
	
	
				
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