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Questions about the properties of vector spaces and linear transformations, including linear systems in general.
31
votes
4
answers
2k
views
Probability of zero in a random matrix
Let $M(n,k)$ be the set of $n\times n$ matrices of nonnegative integers such that every row and every column sums to $k$. Let $P(n,k)$ be the fraction of such matrices which have no zero entries, equ …
23
votes
Accepted
Determining if some permutation of a vector satisfies a system of linear equations
Let's see if I can convince everyone that this problem is NP-complete.
First: it is in NP because a permutation $P$ can be guessed and checked in polynomial time.
I'll restate the problem: Given a …
16
votes
1
answer
2k
views
Overlapping Gershgorin disks
We all know Gershgorin's Circle Theorem, which I will summarise for convenience. Let $A=(a_{ij})$ be an $n\times n$ complex matrix. Define the disks $D_1,\ldots,D_n$ by $$D_i = \Bigl\{ z : |z-a_{ii}| …
16
votes
Accepted
What happens to eigenvalues when edges are removed?
The smallest eigenvalue can go up or down when an edge is removed.
For "down": $G=K_n$ for $n\ge 3$.
For "up": Take $K_n$ for $n\ge 1$ and append a new vertex attached to a single vertex of the orig …
15
votes
Accepted
Why does an invertible complex symmetric matrix always have a complex symmetric square root?
Higham, in Functions of Matrices, Theorem 1.12, shows that the Jordan form definition is equivalent to a definition based on Hermite interpolation. That shows that the square root of a matrix $A$ (if …
13
votes
How are eigenvalues and eigenvectors affected by adding the all-ones matrix?
A cute fact that is trivial to prove is this: define the characteristic polynomial of a matrix $M$ by $\phi_M(x) = |xI-M|$. Then for any $A$ and any $s$, $$\phi_{A+sJ}(x) = (1-s)\phi_A(x)+s\phi_{A+J}( …
10
votes
The coefficient of a specific monomial in the expansion of the following polynomial
This is not an answer but a conjecture based on some trials.
$$a_{n,k} = \begin{cases} 1, & n=1 \\
0, & n\gt 1, k\text{ odd} \\
(-1)^{t\binom n2}\di …
10
votes
Number of all different $n\times n$ matrices where sum of rows and columns is $3$
This problem was solved by Ron Read in his PhD thesis (University of London, 1958). Without requirement 2 there is a summation which isn't too horrible. With requirement 2 added as well, Read's soluti …
10
votes
Accepted
Complexity of finding a 0-1 vector in a subspace or showing that there is none
It is NP-complete. Consider the case of $n$ vectors of length $n+1$, where the vectors are the rows of a matrix $[I | x]$ where $I$ is an $n\times n$ identity matrix and $x$ is a column vector of eve …
9
votes
A variant of Cholesky decomposition involving binary matrices
Even the case where $B$ is constant on the diagonal and constant off the diagonal is extremely difficult. For example, it includes the question of for which orders a finite projective plane exists. If …
9
votes
Accepted
Counting the (additive) decompositions of a quadratic, symmetric, empty-diagonal and consta...
In general the number of decompositions depends on the structure of the matrix, not just on its size and row sum. This is even so in the case of 0-1 matrices, where the question is equivalent to 1-fa …
9
votes
Solving the matrix equation $XX^t = A$ for binary matrix $X$
For general $A,X~$ this is a very difficult problem, but the condition you give that the rows of $X~$ have sum 2 makes it much easier. Consider each row to be an edge of a graph $G~$ (i.e. the two on …
8
votes
Equal-valued determinants in search of a proof: Part III
Let $L_i$ and $R_i$ be the $i$-th rows of the left and right matrices. Then
$$\begin{align}
R_n &= L_n \\
R_{n-1} &= L_n + L_{n-1} \\
R_{n-2} &= L_n + 2L_{n-1} + L_{n-2} \\
R_{n-3} …
8
votes
Linear independence of element-wise powers of positive vectors
In the case of integer $\gamma_i$, the determinant is nonzero (in fact, strictly positive). This is proved in Gantmacher, The Theory of Matrices, Vol 2, p99. Gantmacher calls it a "generalized Vande …
8
votes
Polynomial time algorithm for rigid graph isomorphism
You have reduced the graph isomorphism problem to a 0-1 programming problem. 0-1 programming problems are NP-hard in general, so the question is whether your particular case is an exception. You haven …