If \(D\) is an acyclic digraph, its competition graph is an undirected graph with the same vertex set and an edge between vertices \(x\) and \(y\) if there is a vertex \(a\) so that \((x,a)\) and \((y,a)\) are both arcs of \(D\). If \(G\) is any graph, \(G\) together with sufficiently many isolated vertices is a competition graph, and the competition number of \(G\) is the smallest number of such isolated vertices. Roberts \([1978]\) gives an elimination procedure for estimating the competition number and Opsut \([1982]\) showed that this procedure could overestimate. In this paper, we modify that elimination procedure and then show that for a large class of graphs it calculates the competition number exactly.
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