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Which of the properties hold for the adjacency matrix \(A\) of a simple undirected unweighted graph having \(n\) vertices?

  • A.The diagonal entries of \(A^{2}\) are the degrees of the vertices of the graph.
  • B.If the graph is connected, then none of the entries of \(A^{n-1} + I_{n}\) can be zero.
  • C.If the sum of all the elements of \(A\) is at most \(2(n-1)\), then the graph must be acyclic.
  • D.If there is at least a 1 in each of \(A\)'s rows and columns, then the graph must be connected.

Answer: A

The property that holds is The diagonal entries of \(A^{2}\) are the degrees of the vertices of the graph.

\((A^{2})_{ii} = \sum_{j} a_{ij} a_{ji} = \sum_{j} a_{ij}^{2} = \sum_{j} a_{ij}\), since \(A\) is symmetric with entries 0 or 1. That sum counts the neighbours of vertex \(i\), which is its degree.

The others fail. For the path on three vertices u - v - w (\(n = 3\)), the graph is connected, but \(A^{2} + I_{3}\) has a 0 in position (u, v): there is no walk of length exactly 2 from u to v, because the graph is bipartite. A triangle plus one isolated vertex has \(n = 4\) and its entries sum to \(6 = 2(n-1)\), yet it has a cycle. Two disjoint edges on four vertices put a 1 in every row and column, but the graph is not connected.

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