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Questions about the properties of vector spaces and linear transformations, including linear systems in general.

3 votes
Accepted

Full rank of Hadamard product matrix

Here is an example which shows that full-rank $C$ is not always sufficient to ensure that $W\cdot C$ has full rank. Both $W$ and $C$ have full rank, but $W\cdot C$ does not. $$W = \begin{pmatrix} 1 & …
Brendan McKay's user avatar
2 votes
1 answer
93 views

Testing for equal characteristic polynomials using a single determinant calculation

Let $A_1,A_2$ be $n\times n$ symmetric matrices over $\{0,1\}$, and let $p_1, p_2$ be their respective characteristic polynomials over the rationals. If $p_1 \ne p_2$, then there is some positive inte …
1 vote
Accepted

Methods to solve for a matrix whose entries satisfy certain properties

There are zero or infinitely many solutions depending on where the non-zero entries have to be. So there is no general-purpose answer. I don't think your equations are properly stated, as $\boldsymbol …
Brendan McKay's user avatar
6 votes
2 answers
251 views

Eigenvalues of polynomials of two matrices

In this question, the matrices are square and real and the polynomials have real coefficients, but feel free to mention other fields if that is interesting. Let $\chi(M)$ denote the characteristic pol …
3 votes
Accepted

Hoeffding's Lemma for bounded complex random variables?

Restricting $Y$ to an annulus doesn't seem useful as any bounds are likely to be satisfied also inside the annulus. A bound with $Y$ restricted to a disk, or more generally to a region with bounded di …
Brendan McKay's user avatar
4 votes

Number of matrices with unit determinant and fixed sum of elements

(A comment rather than an answer.) Here is a plot of $a_n/n^5$ (red) and $b_n/n^5$ (blue). It might not go far enough to show the asymptotic behaviour, but a possibility is that $a_n$ and $b_n$ are as …
Brendan McKay's user avatar
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 …
Brendan McKay's user avatar
2 votes

Non-singular matrix with restricted entries

[EXPANDED] PART 1 (also done by Peter) If $x,y$ are coprime and have opposite sign, there is a singular symmetric matrix with 1 on the diagonal and only $x$ and $y$ off the diagonal. Say $x<0,y>0$. Si …
Brendan McKay's user avatar
2 votes

How to generate constant row and column sum matrices?

This is an example of generating a random point in a polytope. There is some work on that general problem, but I don't know if it would be practical for your special case. For example: Rubin, Generat …
Brendan McKay's user avatar
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 …
Brendan McKay's user avatar
0 votes

An $n$ eigenvalue multiplicity

Let each $A_i$ be a matrix with all entries 0 except for the $(i,i+1)$ entry which is 1, where $i+1=1$ if $i=n$. The characteristic polynomial of $\sum_j a_j A_j$ is $x^n - \prod_j a_j$. I believe tha …
Brendan McKay's user avatar
5 votes

A problem about determinant and matrix

If there is a rational nonzero solution, there is an integer nonzero solution by multiplying up. At least one of the integers can be assumed odd by dividing out a common power of two. The determinant …
Brendan McKay's user avatar
2 votes
Accepted

Necessary conditions for existence of linear combination of these matrices to be singular

Eigenvalues are continuous functions of the matrix entries if this is expressed carefully. Consider $H(c) = cP_1+P_2+\cdots+P_m$. When $c$ is large and negative, the eigenvalues of $H(c)$ are all neg …
Brendan McKay's user avatar
3 votes

When does $\det \begin{pmatrix} A & X \\ X^T & A \end{pmatrix} = (\det A)^2 + (\det X)^2$?

$$B=\left[\matrix{1&1&1&1\\1&1&-1&-1\\-1&-1&-1&1\\-1&1&-1&1}\right]$$ and probably many other solutions. I'm also voting to close because you didn't pose a research-level problem. If you have an int …
Brendan McKay's user avatar
2 votes
Accepted

Relation of row sums to largest eigenvalue

You are asking for relationships between the maximum independent set and the eigenvalues. If you search with those terms you will find several. For example, Haemers proved that the maximum size of a …
Brendan McKay's user avatar

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