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Graph bandwidth is a measure of how "spread out" the vertices of a graph are when it is represented in a certain way, particularly in terms of the adjacency matrix of the graph. Specifically, for a given graph \( G \) with vertex set \( V \), if we arrange the vertices in a specific order or permutation, the bandwidth is defined as the maximum distance between any two vertices that are connected by an edge in that arrangement.