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Find vector in R^n which is orthogonal to given (n-1) vectors v_i under condition v_i are orthonormal.

If we need to find vector in R^n which is orthogonal to given (n-1) vectors, this is basically solving linear system of equations and can be done in O(n^3) operation. I wonder is there some ...
Alexander Chervov's user avatar
1 vote
0 answers
197 views

Matrix Theory approach to general Linear Equations over skew fields

Is there a matrix way of writing system of linear equation over a skew field where the variables in the equations are both left multiplied and right multiplied by elements of the skew fields. Is the ...
Edinah's user avatar
  • 113
6 votes
5 answers
2k views

Computer algebra system for calculation of characteristic polynomial of sparse matrix

I have a $n \times n$ matrix, for which i need to calculate the characteristic polynomial. The matrix is over $GF(2)$, and $n \approx 10^4$. However the matrix is very sparse, with around $ n $ non ...
George Arg's user avatar
3 votes
2 answers
195 views

Cases of almost-linear time solvable linear systems

Let a square $n\times n$ real matrix ${\bf A}$ and two vectors ${\bf x}$ and ${\bf b}$ of length $n$, such that $${\bf A}{\bf x}={\bf b}.$$ Solving for ${\bf x}$ through standard Gaussian Elimination ...
Anadim's user avatar
  • 449
10 votes
1 answer
607 views

Properties of a matrix-valued generalization of the $\Gamma$ function

I am interested in the following function (Mellin transform of matrix exponential): $$\int_0^{\infty} x^{s-1} e^{-A-Bx}d x$$ Where $x$ and $s$ are scalars, but $A$ and $B$ are matrices with $B\succ 0$....
Ralph Furman's user avatar
  • 1,243
4 votes
1 answer
492 views

Generalization of the "double cap conjecture" to a vector space with complex field

The conjecture that I proposed in Maximal set on hypersphere that does not contain pairs of orthogonal vectors is in fact known as the "double cap conjecture", as noted by Guillaume Aubrun. See for ...
Alm's user avatar
  • 1,207
8 votes
0 answers
544 views

Maximal set on hypersphere that does not contain pairs of orthogonal vectors

Let R be a region on a hypersphere. Each point A of the hypersphere is associated with a vector pointing to A and with origin at the centre of the hypersphere. So let me identify each point with a ...
Alm's user avatar
  • 1,207
8 votes
1 answer
5k views

Constructing a unitary matrix

Setting: Given a set of $n\times n$ matrices $A_i$, I would like to find a linear combination of these matrices $Q = \sum_i A_i x_i$ with $x_i$ a set of complex numbers, such that $Q$ is unitary: $Q^{...
Anton Akhmerov's user avatar
30 votes
2 answers
2k views

When is $SL(n,R) \rightarrow SL(n,R/q)$ surjective?

Let $R$ be a commutative ring with unit and let $q$ be an ideal of $R$. There is thus a natural map $SL(n,R) \rightarrow SL(n,R/q)$ for all $n$. This map is surjective if $SL(n,R/q)$ is generated by ...
Ira L's user avatar
  • 418
0 votes
1 answer
2k views

True divide and conquer inversion of large matrices

In https://math.stackexchange.com/questions/2735/solving-very-large-matrices-in-pieces there is a way shown to solve matrix inversion in pieces. Is it possible to turn it into a true divide and ...
user avatar
10 votes
2 answers
7k views

Bounding the trace of a matrix product by the operator norms; generalized Hölder inequality?

$\DeclareMathOperator\Tr{Tr}$Let $A_i$ with $i=1,\dotsc,N$ and $p$ be real $M\times M$ matrices. Further, let $p$ be positive definite, i.e., $p\succ 0$, with $\Tr(p)=1$. Let $0< a_i<1$ and $\...
Tom Marks's user avatar
  • 103
6 votes
3 answers
2k views

Finding the action of the symplectic group on the Siegel-half plane

Let $S$ be the Siegel-half plane of dimension $n$, i.e. the set of complex $n \times n$ matrices $Z$ which are symmetric and whose imaginary part is positive-definite. In dimension 1 we can identify $...
Gunnar Þór Magnússon's user avatar
1 vote
0 answers
128 views

Spectral decomposition of R matrix -> Wenzl projectors?

Just curious: if you take a R matrix from knot theory and apply a spectral decomposition (see. e.g. my following post Matrix decomposition the other way) you'll get projectors: $T_i*T_j=T_i*\delta_{ij}...
Hauke Reddmann's user avatar
16 votes
2 answers
9k views

Solving a quadratic matrix equation

This might be a well-known problem but I am having trouble to find this. For square matrices $X, A, B,$ how to obtain the general solution for $X$, for the quadratic matrix equation $X A X^{T} = B$ ? ...
Abhishek Halder's user avatar
3 votes
0 answers
212 views

Unique structures in a class of connected directed hypergraphs

Edit: The problem has been slightly revised, as I discovered that one of the questions I asked has an answer in the negative. I'm working in a setting involving constraints on a system described by a ...
Niel de Beaudrap's user avatar
0 votes
0 answers
157 views

Matrices satisfying certain pair-wise constraints

Consider given pairs of variables: $a_{ir1},a_{ir2}\in \mathbb{R}^{m \times m}$ and $a_{jr1},a_{jr2}\in \mathbb{R}^{m \times m}$, where $r \in \{1,2,\cdots,t\}$, consider the constraints: $\sum_{r=1}^...
Turbo's user avatar
  • 13.9k
14 votes
1 answer
4k views

Do these matrix rings have non-zero elements that are neither units nor zero divisors?

First, a disclaimer: This is a repost of a question I asked on stackexchange (no answer there). Let $R$ be a commutative ring (with $1$) and $R^{n \times n}$ be the ring of $n \times n$ matrices with ...
Bill Cook's user avatar
  • 1,197
25 votes
5 answers
2k views

When is a matrix power nonnegative

The following question came up today during a discussion: Suppose $A$ is an $n \times n$ real matrix. Is there some way to tell whether there exists an integer $q > 0$ such that $A^q$ is ...
Suvrit's user avatar
  • 28.6k
2 votes
1 answer
2k views

Subgroups of the Euclidean group as semidirect products

Consider the Euclidean group $E(n)$ as the semidirect product for Euclidean vector space $\mathbb{E}^n$ with its orthogonal group $O(\mathbb{E}^n)$: $E(n)=\mathbb{E}^n\rtimes O(\mathbb{E}^n)$ Then ...
Wox's user avatar
  • 347
5 votes
1 answer
196 views

Expressing a element of a Matrix subgroup in terms of subgroup generators

I'm no (computational) algebraist, and my searches have been pretty unyielding (probably due to the vast amounts written on the key words), but perhaps someone may know if this is possible, and if so, ...
philiph's user avatar
  • 153
1 vote
0 answers
222 views

(Non-)Surjectivity of the Maslov index

Let $V$ be a symplectic space over a field $k$ (for simplicity, the characteristic of $k$ is not $2$). The Maslov index sends a collection of $n$ lagrangian subspaces of $V$ to a quadratic space over $...
Justin Campbell's user avatar
5 votes
1 answer
641 views

Characterizing invertible nonnegative matrices with bounded sums

Almost a year ago, I asked in this question about obtaining a tight bound on the sum of the entries of the inverse of a strictly positive definite matrix. Denis Serre gave a nice counterexample ...
Suvrit's user avatar
  • 28.6k
3 votes
0 answers
312 views

Linear complementarity problem: principal pivoting algorithm

I'm trying to implement the "Dantzig; van de Panne and Whinston" principal pivoting algorithm for solving symmetric positive semi-definite LCPs from "The Linear Complementarity Problem" book (...
Jay Lemmon's user avatar
3 votes
1 answer
357 views

Mathematical Programming with other Algebras than Linear

Linear Programming is strongly entwined with linear algebra, as are many of its generalizations under the heading of mathematical programming / convex optimization. What analogies are there for ...
DoubleJay's user avatar
  • 2,383
12 votes
3 answers
1k views

Conjugacy in $GL(n,\mathbb Z)$

How can I determine whether $A_1,A_2\in GL(n,\mathbb Z)$ conjugate in $GL(n,\mathbb Z)$ and if they are, how can I find a $P\in GL(n,\mathbb Z)$ for which $A_2 = P^{-1}.A_1.P$ ? In $GL(n,\mathbb Q)$ ...
Wox's user avatar
  • 347
5 votes
1 answer
752 views

Convex Analytic or linear algebraic proof that a certain psd matrix is a sum of rank 1 psd matrices

Can you prove the following using techniques from convex analysis or linear algebra? I was originally seeking an elementary proof, but I think it is better to broaden the scope for this bounty ...
user avatar
5 votes
2 answers
2k views

partial Derivatives of Eigen value decomposition or Singular value decomposition

Hi All, Suppose I've a symmetric matrix $A_{N \times N} = (A_{ij})$ which has a eigen value decomposition $A = UDU'$. I would like to know under what conditions $\frac{\partial U}{\partial A_{ij}}$ ...
Ashin's user avatar
  • 63
2 votes
2 answers
207 views

Families of quadratic Hamiltonians

Hi. What type of 2n dimensional real symmetric matrices can be diagonalized with symplectic transformations (meaning M->SMS^T, S^T means transpose and S is an element of the 2n dimensional real ...
zoltan's user avatar
  • 23
2 votes
1 answer
351 views

is there a way to solve the following equation?

(I tried asking that on math.stackexchange.com, but did not get a satisfying answer. I am trying here as well, in case someone here will have more insight. The question was eventually abandoned there. ...
dotproduct's user avatar
0 votes
1 answer
346 views

Conditions to the existence of a solution of a system of congruences [closed]

Let $p$ be a prime. Consider the following congruences: $$ \begin{array}{lcl} a_1 x & = & c_1 (\text{mod } p) \\\\ \vdots & & \vdots\\\\ a_n x & = & c_n (\text{mod } p) \\ \...
Carl's user avatar
  • 141
4 votes
3 answers
755 views

Is this statement about the real edge space of a graph known or trivial?

The statement is: ($u$ is a fixed node in a fixed graph $G$) $G$ is 3-connected if and only if the set of u-cycles span $\mathbb{R}^{E(G)}$. A u-cycle is a simple (no vertex repetitions) cycle in G ...
Erik Aas's user avatar
  • 406
10 votes
4 answers
903 views

Relationship between free probability and deterministic graphs?

Consider the $N\times N$ matrix $$ M = \left(\begin{array} \\ 0 & 1 & & 0 \\ 1 & \ddots & \ddots & \\ & \ddots & \ddots & 1 \\ 0 & & 1 & 0 \\ \end{...
Jiahao Chen's user avatar
  • 1,890
1 vote
2 answers
1k views

Measure of Subspace of Matrices with repeated Singular Values

Hi All, Let us consider a P x Q real matrix (P >= Q). It can be thought of as an element of $\mathbb{R}^{PQ}$. We are considering Lebesgue measure over that space. My question is whether the ...
Ashin's user avatar
  • 13
0 votes
1 answer
1k views

Conjugate Matrix

Let $A$ be a nilpotent square matrix, $J$ be the antidiagonal matrix with 1's on the secondary diagonal (i.e. $J^{2}=E$) and let $B=J A J.$ Suppose we conjugate the matrices $A,B$ by a matrix $...
Melania's user avatar
  • 301
3 votes
1 answer
624 views

Counting matrices with different determinants

Let $A$ and $B$ be two matrices of order $n$ over a finite subset of integers $S$ such that $A$ and $B$ are positive-definite, nonsingular and symmetric. I am interested in proprieties about $A$, $B$ ...
Jernej's user avatar
  • 3,463
3 votes
2 answers
294 views

Does the automorphism group of a cone determine the cone?

A cone is a $R_+$-module. That is, a cone is an abelian monoid that is closed under nonnegative real scalar multiplication. An automorphism of a cone is a bijective $R_+$-linear map. That is a map $f:...
user avatar
14 votes
2 answers
2k views

Finding minimum (or maximum) element of a low rank matrix.

Let $A\in\mathbb{R}^{n\times n}$ and suppose that $A$ is of rank $m\leq n$. Moreover suppose we know $u_1,\ldots, u_m \in\mathbb{R}^{n\times 1}$ and $v_1,\ldots, v_m \in\mathbb{R}^{n\times 1}$ such ...
alext87's user avatar
  • 3,217
3 votes
1 answer
525 views

Linear and Isometric Automorphism Groups of the PSD Cone

Let $S_+$ be the cone of psd matrices ($n\times n$ real symmetric positive semidefinite matrices). This cone is a metric space induced from the inner product $\langle A,B\rangle = tr (AB)=tr(BA)$. ...
user avatar
7 votes
1 answer
5k views

How much can a diagonal matrix change the eigenvalues of a symmetric matrix?

Suppose that we have a symmetric matrix ${\bf S}$ with eigenvalue decomposition ${\bf S} = {\bf Q}{\bf \Lambda}{\bf Q}^T$. Assume that we have two diagonal matrices ${\bf D}_1$ and ${\bf D}_2$ that ...
Anadim's user avatar
  • 449
9 votes
1 answer
352 views

A Family of Bases for a Vector Space

Let $V$ be a multiset of $kn$ nonzero vectors in $\mathbf{R}^n$. Suppose that for $1 \leq d \leq n$, each $d$-dimensional subspace of $\mathbf{R}^n$ contains at most $kd$ members of $V$. Then $V$ ...
Martin Erickson's user avatar
0 votes
1 answer
12k views

Square matrices: $(A+B)^2=A^2+B^2$ [closed]

If $a, b$ are two numbers such that $(a+b)^2 = a^2 + b^2$, then $a.b = 0$. Is there a similar statement for square matrices. "If $A, B$ are square matrices such that $(A+B)^2 = A^2 + B^2$, then $A.B ...
Pham Hung Quy's user avatar
1 vote
0 answers
254 views

Operator eigenvalues and eigenvalues of pointwise evaluation matrix

Let $D\subset\mathbb{R}$ be a bounded interval and $f: D\times D \rightarrow \mathbb{R}$ a real-valued analytic function of two variables such that $f\in L_2(D\times D)$. Suppose we have upper bounds ...
alext87's user avatar
  • 3,217
4 votes
0 answers
246 views

Algorithm/denominators of elements of a rational affine space

I hope it's not a trivial question... Suppose I have a finite dimensional vector space $V$ over $\mathbb{Q}$ with a distinguished basis (in my case it's the $k$th graded piece of the free associative ...
Adrien's user avatar
  • 8,524
4 votes
2 answers
818 views

Double orthogonal complement of a finite module

Crossposted from math.stackexchange since I'm not getting any answer. Let $W$ be the finite $\mathbb{Z}$-module obtained from $\mathbb{Z}_q^n$ with addition componentwise where $\mathbb{Z}_q$ is the ...
Carl's user avatar
  • 141
1 vote
0 answers
213 views

Eigenvalue distribution of positive-definite analytic function

Let $f:[0,1]^2\rightarrow \mathbb{R}$ be a real-valued symmetric, positive definite function. Let $\{(x_i,y_i)\}_{1\leq i\leq N}\subset[0,1]^2$ be a finite, distinct set of coordinates. The point-...
alext87's user avatar
  • 3,217
13 votes
3 answers
2k views

Which polynomials are determinants of a symmetric matrix with linear entries?

Let $k$ be a field. Can each degree $n$ polynomial $P(t) \in k[t]$ be written as the determinant of the matrix $A + tB$, where $A$ and $B$ are two symmetric $(n \times n)$-matrices with entries in $k$?...
Wanderer's user avatar
  • 5,163
4 votes
2 answers
322 views

Algebra with elements x, y such that r(x)=r(y) for all finite-dimensional modules r

I'm interested in finding an algebra with elements x,y which are identified by every finite-dimensional module. I'm primarily interested in the case that everything is over the complex field, but ...
Jamie Vicary's user avatar
  • 2,513
1 vote
1 answer
459 views

Looking for name of a famous matrix

Let $A_n$ be the $n\times n$ matrix whose $(i,j)$-element is $1/(i+j-1)$. This is a famous matrix in linear algebra and has some nice properties (like, its inverse is integral). Does anybody remember ...
Mohammad Farajzadeh-Tehrani's user avatar
4 votes
1 answer
298 views

Is there a standard name for the intersection of all maximal linearly independent subsets of a given set in a vector space?

The title more or less says it all.... Let $V$ be a vector space (over your favorite field; $V$ not necessarily finite dimensional), and let $S$ be a subset of $V$. A maximal linearly independent ...
Greg Martin's user avatar
  • 12.8k
5 votes
3 answers
543 views

Finding a hyperplane that splits a convex polytope evenly

Say we have a convex polytope in standard form: \begin{equation*} \begin{array}{rl} \mathbf{A}\mathbf{x} = \mathbf{b} \\\\ \mathbf{x} \ge 0 \end{array} \end{equation*} Are there any known methods ...
Amelio Vazquez-Reina's user avatar

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