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

1 vote

Solving $Ax=e_k$ for standard basis vector $e_k$, sparse $A$

Solve $A^T A \boldsymbol{x}=A^T\boldsymbol{e_k}$ first, it is small enough to handle by dense methods. If there is no solution, there is also none for the original. Otherwise get an (affine) basis o …
Brendan McKay's user avatar
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 …
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
2 votes

How many DISTINCT vectors we get from pairs v_i + v_j for some set of given vectors v_i ?

Your question is a little unclear, but I take it you want some sort of sampling method that estimates the number of distinct sums. I'll answer a more general question. This method is not as well kno …
Brendan McKay's user avatar
2 votes
Accepted

When can an eigenvector be chosen uniquely which is invariant to permutation?

You can always do it if there is any eigenvector not summing to 0, and some other times too. First define $Aut(A)$ to be the group of permutation matrices $R$ such that $RAR^T=A$. If $A\boldsymbol{x …
Brendan McKay's user avatar
1 vote

Fill the board with zeroes, inverting the intersections of rows and columns

This is an extended comment short of a solution. Define an $n^2\times n^2$ matrix $A_n$ with rows and columns indexed by the positions $(i,j)$. Row $(i,j)$ of the matrix is 0 except for 1 in the col …
Brendan McKay's user avatar
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 …
Brendan McKay's user avatar
2 votes

interlacing roots/eigenvalues results and modern analogues

One fuzzy connection: Say matrix $A$ has characteristic polynomial $f(x)$. Then the derivative $f'(x)$ is the sum of the characteristic polynomials of the principal minors $A_{ii}$.
Brendan McKay's user avatar
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}| …
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
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 …
Brendan McKay's user avatar
1 vote
Accepted

Affine hull of a set of non-negative matrices with fixed row-sums

(The first part of this is the same as @Fedor's answer; I just carried out his algorithm.) Each row $i$ can be written as $a_i^{(1)}x_i^{(1)}+a_i^{(2)}x_i^{(2)}$ where $x_i^{(1)},x_i^{(2)}$ are non-ne …
Brendan McKay's user avatar
2 votes
Accepted

Complexity class of matrix generalization of knapsack problem

It is undecidable. I'll use this result: Given an finite set of integer matrices, it is undecidable whether there is a product with 0 in the upper-right corner. See for example this article. So tak …
Brendan McKay's user avatar
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 …
Brendan McKay's user avatar
5 votes

Complex Eigenvalues of Directed Graphs

If $k$ is the greatest common divisor of the cycle lengths of the digraph, then the spectrum is invariant under rotation around the origin by $2\pi/k$. This is an application of the Perron-Frobenius t …
Brendan McKay's user avatar

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