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15 votes
4 answers
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More than $n$ approximately orthonormal vectors in $R^n$

This question was asked at math.stackexchange, where it got several upvotes but no answers. It is impossible to find $n+1$ mutually orthonormal vectors in $R^n$. However, it is well established that ...
Nick Alger's user avatar
  • 1,160
15 votes
2 answers
997 views

Matrix equation $XAXBXC=I$

Let $A,B,C$ be unitary matrices. Does there always exist a unitary matrix $X$ such that $$(XA)(XB)(XC)=I,$$ where $I$ is the identity matrix? The quadratic equation $(XA)(XB)=I$ has the solution $A^*(...
Marco's user avatar
  • 213
15 votes
3 answers
1k views

The normalizer of $\mathrm{GL}(n,\mathbf Z)$ in $\mathrm{GL}(n,\mathbf Q)$

It seems that the normalizer of $H=\mathrm{GL}(n,\mathbf Z)$ in $G=\mathrm{GL}(n,\mathbf Q)$ is "almost" equal to itself, that is, $$ N_G(\mathrm{GL}(n,\mathbf Z))=Z(G) \cdot \mathrm{GL}(n,\mathbf Z) ...
Olod's user avatar
  • 303
15 votes
2 answers
1k views

Positive quadratic polynomial

Let $S$ be solutions of a system of quadratic polynomials on $\mathbb{R}^n$. Suppose $q$ is another quadratic polynomial such that $q|_S\geqslant 0$. Is it possible to find a polynomial $\tilde q$ ...
Anton Petrunin's user avatar
15 votes
4 answers
869 views

What is known about ordinary character values at involutions?

Let $G$ be a finite group and let $\chi$ be the character of an irreducible complex representation $\rho$ of $G$ on $V$. Let $x$ be an involution in $G$. I'd like to ask the following Question 1: ...
Bernhard Boehmler's user avatar
15 votes
3 answers
18k views

angle between subspaces

Let $E$ be a finite dimensional real inner product space. I want to define the angle between two subspaces $E_1$ and $E_2$. This has a fairly obvious meaning if $E_1$ is 1-diemsnional: Take the ...
John Hubbard's user avatar
15 votes
2 answers
7k views

Efficient rank-two updates of an eigenvalue decomposition (or more generally SVD)

Let $A$ be a symmetric matrix with eigenvalue decomposition $UDU^T$. Golub, et al.1 and Bunch, et al.2 have shown that given such an $A$, the eigenvalue decomposition of $A+\rho xx^t$ may be computed ...
Lepidopterist's user avatar
15 votes
1 answer
1k views

Existence of double eigenvalue

Let $A$ and $B$ be complex $4\times 4$ matrices. Assume both are Hermitian, and that they are linearly independent. Must there exist a nonzero real linear combination $aA + bB$ which has a repeated ...
Nik Weaver's user avatar
  • 42.8k
15 votes
3 answers
6k views

Simultaneous diagonalization

I'm pretty sure that the following (if true) is a standard result in linear algebra but unfortunately I could not find it anywhere and even worse I'm too dumb to prove it: Let $k$ be a field, let $V$ ...
user717's user avatar
  • 5,243
15 votes
4 answers
4k views

Kernel of skew-symmetric matrix of rank $n-1$ with $n$ odd: is this a known result?

When $n$ is odd, the kernel of a skew-symmetric matrix $M$ of size $n\times n$ and rank $n-1$ is the span of $v$, where $v$ is a vector whose $i$-th component is the Pfaffian of the matrix obtained by ...
anderstood's user avatar
15 votes
2 answers
6k views

Linearly constrained eigenvalue problem

Suppose I'd like to: \begin{align} \mathop{\text{min}}_\mathbf{x} && \mathbf{x}^T\mathbf{A}\mathbf{x} \\ \text{subject to:} && \mathbf{x}^T \mathbf{M} \mathbf{x} = 1\\ && \...
Alec Jacobson's user avatar
15 votes
1 answer
8k views

On the determinant of a class symmetric matrices

Consider the matrix $2\times2$ symmetric matrix: $$ A_2=\begin{pmatrix} 1 & a_1 \\ a_1 & 1\end{pmatrix}. $$ It's clear that the restriction $|a_1|<1$ implies that $\det(A_2)>0$. Moreover,...
André Porto's user avatar
15 votes
1 answer
1k views

Free subgroups of $\mathrm{GL}(2,\mathbb{Z})$

Is there a bound $B$ such that every 2-generator subgroup $G = \langle a, b \rangle \le {\rm GL}(2,\mathbb{Z})$ whose generators do not satisfy a relation of length $\leq B$ is free? If it exists, ...
Stefan Kohl's user avatar
  • 19.6k
15 votes
3 answers
1k views

Representation of vectors in $\mathbb{R}^2$ via differences of small vectors.

Is the following fact true? Let $v_1,\ldots, v_k \in \mathbb{R}^2$, $\|v_i\|\leq 1$, be vectors that add up to zero. Does there exist a permutation $\sigma\in S_k$ and vectors $w_1,\ldots, w_k \...
Fiktor's user avatar
  • 1,284
15 votes
3 answers
5k views

How to show a certain determinant is non-zero

For any $n$ distinct points $x_1,x_2 , \ldots , x_n$ on the real line show that the matrix $M$ where $M(i,j) = e^{\lambda_j x_i} $ has non-zero determinant where $\lambda_1 \lt \lambda_2 \lt \ldots \...
smilingbuddha's user avatar
15 votes
2 answers
620 views

Maximum dimension of space of matrices with a real eigenvalue

Let $M_n(\mathbb{R})$ denote the space of all $n\times n$ real matrices. What is the maximum dimension $f(n)$ of a subspace $V$ of $M_n(\mathbb{R})$ such that every matrix in $V$ has at least one real ...
Richard Stanley's user avatar
15 votes
1 answer
518 views

Pairs of matrices for which traces of powers are independent of the order

Let $A,B$ be $n\times n$ matrices over ${\mathbb C}$ such that, for all $m,k$ and all partitions $(i_1,\ldots ,i_r)$ of $m$ and $(j_1,\ldots ,j_r)$ of $k$ (perhaps with some zero parts), $${\rm tr}\, (...
Paul Levy's user avatar
  • 1,336
15 votes
3 answers
675 views

The geometry of the solution set of a symmetric equation in four symmetric matrices

Let $n$ be a natural number. We can view the space of invertible symmetric matrices over a field as an open subset of$\mathbb A^{(n^2+n)/2}$. Inside the fourth power of this space, we have the closed ...
Will Sawin's user avatar
  • 148k
15 votes
1 answer
2k views

Necessary and sufficient conditions for a sum of idempotents to be idempotent

Given: a finite list of $n$-by-$n$ idempotent complex matrices $E_1, E_2, \ldots, E_k$. If all pairwise products $E_i E_j$ (with $i \neq j$) are zero, it is trivial to show the sum $E_1 + E_2 + \cdots ...
Gene Herman's user avatar
15 votes
2 answers
473 views

Generalizations of summation methods of divergence series

If one looks at the "summation proofs" of divergent series such as Grandi's series, one might see a pattern that most of the computation rely on linearity and comparability with the shift ...
Serge the Toaster's user avatar
15 votes
2 answers
794 views

Invariants and orbits of $n$-tensors

My question may be absolutely elementary and is probably answered in 19th century. A reference or a short clear argument would be highly appreciated. Let $V_1, \ldots V_n$ be finite dimensional ...
Bugs Bunny's user avatar
  • 12.3k
15 votes
1 answer
858 views

Symbols of elliptic operators

First let me state the problem, then I'll explain its origin and finally, I'll ask the main question.. Problem S. Fix a positive integer $n$. Find all the pairs $(V, S)$, whith the following ...
Liviu Nicolaescu's user avatar
15 votes
1 answer
679 views

Submodules of $({\mathbb Z}/6{\mathbb Z})^n$ intersecting $\{0,1\}^n$ trivially

$\newcommand{\F}{{\mathbb F}}$ $\newcommand{\Z}{{\mathbb Z}}$ Suppose that $\F$ is a finite field of prime order $p:=|\F|$, and let $n$ be a positive integer. I consider the regime where $\F$ is ...
Seva's user avatar
  • 23k
15 votes
1 answer
649 views

On minimal eigenvalue

Is it true that $\min\left(\lambda_{\min}(M_{12}),\lambda_{\min}(M_{13}),\lambda_{\min}(M_{23})\right) \le \frac{7}{20}$ where $M_{ij}$ is the matrix obtained by selecting the entries at the ...
Jasmine's user avatar
  • 178
15 votes
3 answers
6k views

Questions on Toeplitz matrices: invertibility, determinant, positive-definiteness

These questions are probably very basic but I'll dare to ask them anyway since I didn't have much luck in Math Stack Exchange. Let $A$ be an $n \times n$ Hermitian Toeplitz matrix: $$A = \begin{...
ght's user avatar
  • 3,626
15 votes
2 answers
559 views

Which quadratic forms on $\Lambda^2 V$ come from quadratic forms on $V$?

Let $V$ be a finite dimensional vector space, say over $\mathbf R$. Let $g \in S^2 V^*$ be a quadratic form on $V$. Then $g$ induces a quadratic form $\Lambda^2 g \in S^2 \Lambda^2 V^*$ on $\Lambda^...
thomas's user avatar
  • 151
15 votes
2 answers
852 views

What are the periodic Dyck paths?

I changed the thread completely so that everything is now elementary linear algebra. A Dyck path of length $n$ is a list of positive integers $[c_1,c_2,...,c_n]$ with $c_i -1 \leq c_{i+1}$ for all $i$...
Mare's user avatar
  • 26.5k
15 votes
2 answers
3k views

How to compute the rank of a matrix?

Okay, that's a misleading title. This is a somewhat subtler problem than undergraduate linear algebra, although I suspect there's still an easy answer. But I couldn't resist :D. Here's the actual ...
Harrison Brown's user avatar
15 votes
3 answers
903 views

Tauberian theorem $\sum_{k=1}^{\infty}e^{-\lambda_{k}t}c_{k} \xrightarrow{t\to 0} \sum_{k=1}^{\infty}c_{k} $

I am trying to prove or disprove $$\sum_{k=1}^{\infty}e^{-\lambda_{k}t}c_{k} \xrightarrow{t\to 0} \sum_{k=1}^{\infty}c_{k} ,$$ where $\sum c_{k}<\infty, \sum c_{k}^{2}<\infty\text{ and }\frac{\...
Thomas Kojar's user avatar
  • 5,474
15 votes
1 answer
418 views

Conceptual explanation for curious linear-algebra fact in characteristic $2$

All matrices and vectors in this post have entries in the field $\mathbb{F}_2$. Fix some $n \geq 1$. For an $n \times n$ matrix $X$, write $X_0$ for the column vector whose entries are the diagonal ...
Alice's user avatar
  • 255
15 votes
1 answer
777 views

Reconstructing a word

Let $w(a,b)$ be a word in two letter alphabet. Let $$A=\left(\begin{array}{lll}x_1 & x_2 & x_3\\\ x_4 &x_5 & x_6\\\ x_7 & x_8 & x_9\end{array}\right), B=\left(\begin{array}{lll}...
user avatar
15 votes
1 answer
578 views

Matrix with small elements and prescribed determinant

Let $p$ be a large prime number. I want a $k\times k$ matrix with determinant $p$ and bounded integer elements (say, from -100 to 100). For which minimal $k$ such a matrix does always exist? We can ...
Fedor Petrov's user avatar
15 votes
0 answers
446 views

The rank of a "triangle-free" matrix

This is a version of the question I asked recently, but the assumptions got now strengthened substantially. Suppose that $A=(a_{ij})_{1\le i,j\le n}$ is a square matrix with all elements in $\{0,\...
Seva's user avatar
  • 23k
14 votes
5 answers
5k views

Matrix trace & norm [closed]

For any nonnegative semidefinite matrix $A$ and any matrix $B$, we have $$\mbox{tr} (AB) \le \mbox{tr} (A) \, \|B\|$$ where $\mbox{tr}(\cdot)$ is the trace and $\|\cdot\|$ is the operator norm. How ...
Ivanov's user avatar
  • 157
14 votes
4 answers
6k views

When is an algebra of commuting matrices (contained in one) generated by a single matrix?

Let C be an nxn matrix, then the polynomials in C (with appropriate coefficients) form an algebra of commuting matrices. I feel that I should know if the converse is true but I do not. So my first ...
Aaron Meyerowitz's user avatar
14 votes
4 answers
3k views

Vandermonde matrix is totally positive

A totally positive matrix $M\in \mathcal{M}_{n\times m}(\mathbb R)$ is such that all of its minors of all sizes are positive. It is true that any Vandermonde matrix (with well-ordered positive entries)...
Loïc Teyssier's user avatar
14 votes
3 answers
1k views

Are all vector-space valued functors on sets free?

Let $\mathbf{Set}$ be the category of finite sets and functions between them, and let $\mathbf{Vect}$ be the category of finite-dimensional complex vector spaces and linear transformations between ...
Chris Heunen's user avatar
  • 3,937
14 votes
1 answer
2k views

Necessary conditions for the existence of solution of Sylvester equation AX=XB

Let's consider square matrices $A_{n \times n}$, $B_{n \times n}$ and $X_{n \times n}$ with elements from $\mathbb{R}$. Could you tell me please, what would be the necessary conditions for the ...
MightyPower's user avatar
14 votes
2 answers
851 views

Examples of finitely presented subgroups of $\operatorname{GL}(n,\mathbb{Z})$ with unsolvable decision problems

$\DeclareMathOperator\GL{GL}\DeclareMathOperator\Aut{Aut}$Does there exist a finitely presented subgroup of $\GL(n,\mathbb{Z})$ for which it is known that the conjugacy problem is unsolvable (if yes, ...
Mapy Duq's user avatar
  • 143
14 votes
2 answers
873 views

"sinc'n determinant"

The function $\text{sinc}(x)=\frac{\sin x}x$ permeates mathematics and physics in several aspects, and it carries multiple presentations/formulations. My interest is to inject yet another one of such. ...
T. Amdeberhan's user avatar
14 votes
4 answers
3k views

Eigenvectors of a particular transition matrix

I am considering a Markov chain with $n$ states with a particularly nice structure. The transition matrix is as follows: \begin{equation}\mathbf{P}=\begin{pmatrix} 0 & 0& \dots&0 & 0 &...
MthQ's user avatar
  • 41
14 votes
3 answers
3k views

Diagonalizing a Certain Real and Symmetric Toeplitz Matrix

Consider $0\leq \alpha\leq 1$, and let $A_{\alpha}$ be the Toeplitz $n\times n$ matrix given by $$ A_\alpha := \begin{bmatrix} 1 & \alpha & \alpha^2 & \ldots &\alpha^{n-1} \\\ \alpha ...
ght's user avatar
  • 3,626
14 votes
1 answer
445 views

Similar matrices over $\mathbb Z_p$

Let $A$ and $B$ be two $n \times n$ matrices with entries in $\mathbb Z_p$, the $p$-adic integers. Is it true that $A$ and $B$ are conjugate iff they're conjugate over $\mathbb Q_p$ and over $\mathbb ...
Nick Addington's user avatar
14 votes
3 answers
880 views

How few $k$-dimensional subspaces of $V$ are enough to have a complement to each $n-k$-dimensional subspace?

Let $n$ and $k$ be nonnegative integers such that $k\leq n$. Let $F$ be a field, and let $V$ be an $n$-dimensional $F$-vector space. A set $\mathcal{S}$ of $k$-dimensional subspaces of $V$ is said to ...
darij grinberg's user avatar
14 votes
1 answer
2k views

Why does this matrix have zero determinant?

This curious identity arose from studying reductions of the maximal ideal in certain monomial algebra. It can be proved "by hand", (i.e, using Macaulay 2), but I am seeking a more conceptual ...
Hailong Dao's user avatar
  • 30.5k
14 votes
2 answers
937 views

Involutions in GL_n(Z)

Is there a classification of involutions in $\text{GL}_n(\mathbb{Z})$? Here's some more details about what I mean. Consider $f \in \text{GL}_n(\mathbb{Z})$ such that $f^2=1$. Regard $f$ as an ...
New to this's user avatar
14 votes
5 answers
2k views

How far is a set of vectors from being orthogonal?

Given some vectors, how many dimensions do you need to add (to their span) before you can find some mutually orthogonal vectors that project down to the original ones? Or, more formally... Suppose $...
Louis Deaett's user avatar
  • 1,513
14 votes
3 answers
872 views

How can we realize different combinatorial objects as the dimension of a construction on vector spaces? Are the resulting algebras useful?

Fix a vector space $V$ of dimension $n$ over some field $F$. Here are three commonly seen constructions: its $k$th tensor power, $T^kV$, which has dimension $n^k$ its $k$th exterior power, $\Lambda^k(...
Zev Chonoles's user avatar
  • 6,792
14 votes
2 answers
2k views

Semi-linear operators

If $V_1$ and $V_2$ are finite-dimensional vector spaces over a field $E$, each equipped with an $E$-linear operator $\phi$, we can tell if $V_1$ and $V_2$ are isomorphic as $\phi$-modules by comparing ...
sibilant's user avatar
  • 1,680
14 votes
1 answer
481 views

A question on a real sequence

Let $\{a_n\}_{n\ge1}$ be a real sequence that decays faster than any algebraic speed, that is, $\lim_{n\to \infty} n^pa_n = 0$ for every positive integer $p$. Assume that $$\sum_{n\ge 1}(n+1)^kn^ka_n =...
Jacob Lu's user avatar
  • 903

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