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The minimum rank of a simple graph $G$ is defined to be the smallest possible rank over all symmetric real matrices whose $ij$th entry (for $i eq j$) is nonzero whenever ${i,j}$ is an edge in $G$ and is zero otherwise. Minimum rank is a difficult parameter to compute. However, there are now a number of known reduction techniques and bounds that can be programmed on a computer; we have developed a program using the open-source mathematics software Sage to implement several techniques. We have also established several additional strategies for computation of minimum rank. These techniques have been used to determine the minimum ranks of all graphs of order 7. This paper contains a list of minimum ranks for all graphs of order at most 7. We also present selected optimal matrices.
If the Laplacian matrix of a graph has a full set of orthogonal eigenvectors with entries $pm1$, then the matrix formed by taking the columns as the eigenvectors is a Hadamard matrix and the graph is said to be Hadamard diagonalizable. In this arti
Let $n geq r geq s geq 0$ be integers and $mathcal{F}$ a family of $r$-subsets of $[n]$. Let $W_{r,s}^{mathcal{F}}$ be the higher inclusion matrix of the subsets in ${mathcal F}$ vs. the $s$-subsets of $[n]$. When $mathcal{F}$ consists of all $r$-sub
Let $G$ be an $n$-vertex graph with the maximum degree $Delta$ and the minimum degree $delta$. We give algorithms with complexity $O(1.3158^{n-0.7~Delta(G)})$ and $O(1.32^{n-0.73~Delta(G)})$ that determines if $G$ is 3-colorable, when $delta(G)geq 8$ and $delta(G)geq 7$, respectively.
A {it sign pattern matrix} is a matrix whose entries are from the set ${+,-, 0}$. The minimum rank of a sign pattern matrix $A$ is the minimum of the ranks of the real matrices whose entries have signs equal to the corresponding entries of $A$. It is
What is the minimum number of triangles in a graph of given order and size? Motivated by earlier results of Mantel and Turan, Rademacher solved the first non-trivial case of this problem in 1941. The problem was revived by ErdH{o}s in 1955; it is now