0
votes
0answers
3 views

Is the pair controllable/observable?

The matrices $Q\in\mathbb R^{n\times n}$ and $G\in\mathbb R^{n\times n}$ are both symmetric positive semidefinite, $A\in\mathbb R^{n\times n}$ is invertible. Moreover, $(A,G)$ is controllable, and ...
0
votes
5answers
26 views

Whether a matrix is a zero matrix

If a real square matrix $A $ is similar to a diagonal matrix and satisfies $A^n=0$ for some $n\in \mathbb N $,then can it be proved that $A$ must be a zero matrix?
0
votes
0answers
8 views

ODE -parabolic cylinder functions

How do we solve $\frac{d^2f}{dz^2} + \left(Az^2+Bz+C\right)f=0 \tag 1$ where $f(z),A,B,C$ are matrices of order $3 \times 3$.
0
votes
0answers
12 views

Optimized way to compute L1 distance matrix

I'm computing distances between two groups of multi-dimensional points (X and Y), giving a matrix of distances pairwise between points. For the L2 (euclidean) distance I can use optimized matrix ...
0
votes
0answers
9 views

Converting from X,Y,Z offset representing a rotation to matrices

I've been working on figuring out 3-dimensional rotations for graphics and I've reached a brick wall of understanding that I can't power through. Right now I have a function which calculates the ...
0
votes
1answer
18 views

Proof of upper triangular matrices

I am supposing that $A=(a_{ij})$ and $B=(b_{ij})$ are two $n\times n $ upper triangular square matrices. $\lambda \in \mathbb{R}$. So $a_{ij}=0$ whenever $i>j$. I am trying to prove that these are ...
0
votes
0answers
7 views

What is the change of basis in 2D?

I know how to apply a change of basis in 1D, but I was wondering: If I want to apply a change of basis to a nxn matrix, is it enough to apply the change of basis to every column of the matrix or is ...
-2
votes
2answers
41 views

Form a basis for R^3? [on hold]

This is a homework problem and I need help on. Consider the matrix with the given vectors as its columns. Do (1, -1, 3), (-1, 5, 1), (1, -3, 1) form a basis for R^3?
0
votes
0answers
8 views

why is the covariance matrix of a bekk model always positive definite?

The BEKK(1,1) model is given by: $$\Sigma_{t}=A_{0}A_{0}'+A_{1}a_{t-1}a_{t-1}'A_{1}'+B_{1}\Sigma_{t-1}B_{1}'$$ where $a_{t}$ are serially uncorrelated, zero mean innovations, $A_{0}$ is a lower ...
0
votes
1answer
15 views

Coordinates of a vector under a basis in a Hilbert space?

Given an arbitrary basis $\{m_1, \dots, m_n \}$of a Hilbert space $H$ (or just think it as $\mathbb R^n$, and I think the methods should be the same) with given inner product, how can we find the ...
0
votes
1answer
32 views

Matrix raised to a power

Find $A^n$ for $n = 1,2,...$. Does $A^n$ tend to a limit? $$A= \begin{pmatrix} 4/5 & 2/5 \\ 1/5 & 3/5 \end{pmatrix}$$ I found the eigenvalues $\lambda=1,2/5$ and the eigenvectors ...
0
votes
0answers
26 views

Isomorphism of vector spaces

Let $S$ be the space of all $3\times k$ matrices,$T$ be the space of all column vectors consists of seven components.If $S$ is isomorphic to a subspace of $T$ then what are possible values of $k$? I ...
1
vote
2answers
56 views

If $A$ is $n\times n$ matrix with $(A-I)^2=0$ then which of the following is true?

If $A$ is $n\times n$ matrix with $(A-I)^2=0$ then which of the following is true? $1.$ $A=I$ $2.$ $\det(A)=1$ $3.$ $\operatorname{trace}(A)=n$ I have counter example for the first option.For ...
0
votes
1answer
14 views

Invertibe matrix is a transition matrix?

It is true that all transition matrices are invertible, but does the converse hold: All invertible matrices are transition matrices? I'm asking with regard to matrices over a field, but more general ...
0
votes
0answers
13 views

Use the Kronecker delta matrix to answer question

So I have the Kronecker delta which is denoted as $\delta_{ij}$=$I$. Let $b_1, b_2, \cdots, b_n$ be a set of $n$ real numbers, I must show that: $\sum\limits_{i=1}^n b_i \delta_{ij} = b_j$ and ...
0
votes
0answers
22 views

Is there any simple way of finding a matrix which commutes with a given (say, more complicated) matrix?

Suppose I want to find the eigenvectors and eigenvalues of a hermitian matrix $A$, but $A$ is big and ugly. Is there an easy way to find another, nicer, hermitian matrix $B$, such that $AB=BA$ and so ...
3
votes
1answer
36 views

Basis of the matrices with only non diagonalizable matrices

Is it possible to find a basis of $M_n(\mathbb{R})$ that only has non diagonalisable matrices ? I'm looking for a rather easy example, or a proof of the (non-)existence.
0
votes
1answer
25 views

Why does Givens rotation avoid iteration and Jacobi rotation doesn't in case of reducing a symmetric matrix to tridiagonal?

I am currently implementing symmetric matrix reduction to tridiagonal. I read that Givens rotation avoids iteration when it is used for reducing a matrix to tridiagonal whereas Jacobi rotation is ...
0
votes
0answers
30 views

statements of matrix analysis

Let $y$ be fixed value. Let $A=a(x,y)$ be a matrix and $f_{t}(x)=\frac{\sum_{n=0}^{\infty}{a^{(n)}(x,y)(\frac{1}{t})^n}}{\sum_{n=0}^{\infty}a^{(n)}(y,y)(\frac{1}{t})^n}$ Show that ...
0
votes
0answers
29 views

Determine matrix from linear transformation

Let $T_{1}$ and $T_{2}$ be linear transformations given by $$T_{1}([x_{1}, x_{2}])=[3x_{1}+5x_{2}, 4x_{1}+7x_{2}]$$ $$T_{2}([x_{1}, x_{2}])=[2x_{1}+9x_{2}, x_{1}+5x_{2}]$$ Find a matrix A such that ...
1
vote
1answer
21 views

How to determine the Jordan form and give a Jordan base for a matrix?

given is $\begin{pmatrix} 3&0&-1&0&0 \\ 1&3&0&1&0 \\ 0&0&3&0&0 \\ 0&0&0&3&0 \\ 0&0&0&0&-3 \end{pmatrix}$ I have to ...
0
votes
1answer
15 views

Skew symmetric Matrix - Commutative property

If A and B are two odd size skew symmetric matrices(for example $3 \times 3 $). Let us say $X=AB,Y=BA$ Question What is the general relationship between X and Y? Can we write Y using X?
1
vote
1answer
33 views

Compute a 4 4 matrix M such that MA is the row-reduced echelon form of A.

Compute a 4 X 4 matrix M such that MA is the row-reduced echelon form of A. (Hint: M can be written as a product of elementary matrices.) A:= ...
1
vote
1answer
61 views

How to find maximum of an inverse of a matrix?

If there is a square $~n\times n~$ matrix $~H~$ where ALL the elements of $~H_{i,j}~$ are variables between two bounds, $~H_{i,j})_{min}~$ and $~H_{i,j})_{max}~$. Is there any relation to maximize ...
0
votes
2answers
25 views

Sign pattern symmetric matrices

I am interested in sign pattern symmetric real matrices ($a_{ij} a_{ji} \ge 0$ for all $i \ne j$). I have seen a published proof that such sign-symmetric matrices cannot have purely imaginary ...
1
vote
0answers
12 views

Questions about a special tensor transformation

Suppose tensor $U_{i\alpha\beta}$ with dimension $M*N*N$ satisfy following condition: $$U_{i\beta\alpha}=W^1_{\alpha\alpha'}W^2_{\beta\beta'}U_{i\alpha'\beta'}$$ where $W^1$ and $W^2$ are $N*N$ ...
0
votes
1answer
25 views

Prove True or false

if the rref of a has a row of 0', then the set of row vectors of a is linearly dependent. Please help me prove or give a counterexample
0
votes
1answer
16 views

Irreducibility of markov chains

Let $A=(a(x,y))_{x,y\in X}$ be a finite irreduzibel nonnegative matrix. Let $b,c >0$, and $\alpha=a^{(b+c)}(x,x)>0$. So $a^{(n(b+c))}(x,x)\ge \alpha^n$. And therefore $\lim ...
0
votes
0answers
30 views

Derivations on the space of triangular matrices

I have started to research matrices and have been asked the following. If $d$ is a a derivation on $T_n(\mathbb R)$ and $d(e_{ij})=0$, with $1\le i \le j \le n$, Show that for every $r \in ...
0
votes
1answer
14 views

How to determine if a set is a subspace of the vector space of all complex $2\times 2$ matrices?

I must determine if a each of the following is a subspace of the vector space consisting of all complex $2\times 2$ matrices. All matrices with real diagonals. All matrices for which the sum of the ...
-1
votes
1answer
30 views

Linear Algebra Subspace test

I'm currently studying Subspace tests in my linear Algebra module at uni, but am struggling to understand it, can anyone explain how to conduct a SubSpace test?
0
votes
1answer
28 views

finding if a linear transformation exists, and proving it.

We just started the topic of linear transformations and I have this hw question that I just don't understand. Does there exist a non-trivial linear transformation, represented by some 2x2 matrix, ...
0
votes
1answer
22 views

Elementary row operations in matrices

This is really such a lovely math community, I am working on some differential equations hw and my teacher didn't teach this topic yet so I am a little confused. My first question is pertaining to ...
4
votes
2answers
49 views

Find a polynomial $f(Z)$ of degree less than 2 such that $e^{tA}=f(A)$

Let $A=\begin{pmatrix}3&-2\\2&-2\end{pmatrix}$. As the question says I need a polynomial $f(Z)$ of degree less than 2 such that $e^{tA}=f(A)$. Should my polynomial just be the first 2 terms ...
0
votes
0answers
23 views

Find a basis for the four fundamental subspaces. [on hold]

Find a basis for the four fundamental subspaces of: $$A=\begin{bmatrix}1 & -1 & 0 & 2 \\ 0 & 0 &1 &1 \\ 0 &0 &0 &0\\0 &0 &0 &0\end{bmatrix}$$ I'm ...
1
vote
1answer
35 views

Prove that this statement about A and B is true.

$A,B \in \mathbb{R}^{2}$, If $AB - BA = A^2$ Prove that $ (B - A)^{2014} = B^{2013}(B-2014A)$
1
vote
1answer
27 views

Prove that the product of two positive semidefinite and symmetric matrices has non-negative eigenvalues

How can I prove the following fact: If $A$ and $B$ are two positive semi-definite and symmetric matrices then all eigenvalues of $AB$ are non-negative.
2
votes
0answers
40 views

How to find nonnegative solutions of a linear system?

I have a $M$ equation and $N$ variables like this : $ \begin{bmatrix} 3 & 0 & 1 & 0 & -1 & -3 & 2\\ 1 & 2 & 0 & 4 & 0 & 0 & -1\\ 1 & 1 & 0 ...
0
votes
0answers
12 views

Bounds on the coherence of very flat matrices (that are more tight than the Welch bound)

I am studying the coherence of matrices in the context of sparse recovery. Let us say I have a matrix $\mathbf \Phi$ of size $M \times N$ with, say, unit Euclidean norm columns ${\mathbf \varphi}_n$. ...
1
vote
2answers
45 views

Find the $n^{th}$ power of a $2$x$2$ matrix.

Let $A=\begin{pmatrix}3&-2\\2&-2\end{pmatrix}$. Using Lagrange's interpolation compute $A^n$ for $n\in\mathbb{N} $ So far I've worked out the minimum polynomial of $A$ to be $(x-2)(x+1)$ but ...
2
votes
1answer
44 views

Moving a point around a circle

we're currently working on a game which involves a character that rotates around a point. We are using a rotation matrix to rotate a given a point (x,y) around another point by first translating to ...
4
votes
4answers
105 views

Why is the volume of a parallelepiped equal to the square root of $\sqrt{det(AA^T)}$

Why is the $\sqrt{det(AA^T)}$ equal to the volume of a parallelepiped? Is is somehow related to the fact that $det(A) = det(A^T)$? EDIT: To clarify, the parallelepiped is spanned by the columns of ...
0
votes
1answer
22 views

Norm of the sum of inverse matrices

Let $A,B$ be two invertible matrices. Is there a way to compute $\|A^{-1} -B^{-1}\|$ in terms of $\|A-B\|$?
3
votes
0answers
50 views

Proving that table totals can always be preserved with ceiling and floor

$\begin{array}{|c|c|c|c|} \hline 11.998& 9.083 & 2.919 & &24 \\ \hline 12.983&10.872&3.145&&27\\ \hline 1.019&2.045&0.936&&4\\ \hline & & ...
1
vote
1answer
30 views

Is $vv^{T} - v^{T}vI$ non-singular? [on hold]

Is $vv^{T} - v^{T}vI$ non-singular ? Why? $v$ is vector
0
votes
1answer
8 views

Number of Distinct Elements in Set of Products of 2 Matrices

Let $X=\begin{pmatrix}\cos\frac{2\pi}{5} & -\sin\frac{2\pi}{5}\\\sin\frac{2\pi}{5} & \cos\frac{2\pi}{5}\end{pmatrix}$ and $Y=\begin{pmatrix}1 & 0\\0 & -1\end{pmatrix}$. Find the ...
1
vote
0answers
29 views

Eigenvalues with constraints?

Note: This is a short version of About diagonalizing a matrix for a quadratic expression (with the goal of uncoupling mixed terms) For a $n$-dimensional symmetric matrix A, orthogonal matrix C exists ...
0
votes
1answer
23 views

Linear Algebra - Give an example for $3x3$ matrix for these eigenvalues

I'm having trouble with this problem : Give an example for matrix $A$ with these eigenvalues $\lambda_1-1,\lambda_2=1,\lambda_3=0$ while : $$v_1=(0,1,1)$$ $$v_2=(1,-1,1)$$ $$v_3=(0,1,-1)$$ ...
4
votes
4answers
184 views

Question about determinants

I am working on some practice problems and I just cant see to even begin to understand how to do this question. It starts off by giving some facts such as det= 1 for the following:$$ \begin{matrix} a ...
0
votes
1answer
20 views

Need to prove $(JC=0=CJ,\,JJ=nJ)\implies (C-aJ)^{-1}-(C-bJ)^{-1}=\frac{b-a}{ab n^2} J$

I can't prove that matrix $C$: $$\big(JC = 0 = CJ\text{ and } JJ = nJ\big) \implies \left((C-aJ)^{-1} - (C-bJ)^{-1} = \frac{b-a}{abn^2} J\right)$$ I know that $$(JC = 0 = CJ\text{ and }JJ = nJ) ...