Let \(A\) be the \(N \times N\) adjacency matrix of an undirected unweighted network, without self-loops. Let \(\mathbf{1}\) be a column vector of \(N\) elements, all equal to \(1\), i.e.,
\(\mathbf{1} = (1,1,\dots,1)^T\). Let \(Tr(A)\) denote the trace of matrix \(A\),
i.e., the sum of the elements on its main diagonal.
Which of the following expressions gives the number of connected triplets
in the network?
A. \(\frac{1}{2} (\textbf{1}^T A^2 \textbf{1})\)
B. \(\frac{1}{2} [\textbf{1}^T A^2 \textbf{1} - Tr(A^2)]\)
C. \(\frac{1}{2} [\textbf{1}^T A^2 \textbf{1} - Tr(A^2) - Tr(A^3)]\)
D. \(\frac{1}{2} [\textbf{1}^T A^2 \textbf{1} - Tr(A^2)] - \frac{1}{6} Tr(A^3)\)
E. None of the above
Original idea by: Pedro Ferreira
Wonderful question. I'll take it. Next time, add "Original idea by:" and your name in the end.
ReplyDeleteThank you!
DeleteSorry, I forgot about that. Just updated the post to include it.