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

12 votes
Accepted

Parameterize unitary without transpose

The set $V= \{ A\in M_n(\mathbb{C})\ |\ A\bar A = I\}$ is a smooth submanifold of $M_n(\mathbb{C})$ with real dimension $n^2$. Proof: Consider the involution $\iota:\mathrm{GL}(n,\mathbb{C})\to \mat …
Robert Bryant's user avatar
3 votes

Canonical form of a general Bilinear Form

If the characteristic of the ground field is not 2, then a bilinear form B on a vector space V can be written uniquely in the form B = A + S, where A is an antisymmetric bilinear form and S is a symme …
Robert Bryant's user avatar
30 votes
Accepted

Matrix equation $XAXBXC=I$

Here is an argument showing that the answer is 'yes'. I'll let you check the details and that this result generalizes to all higher degrees. Consider the map $f_{ABC}:\mathrm{U}(n)\to\mathrm{U}(n) …
Robert Bryant's user avatar
3 votes
Accepted

subset of hermitian matrices given by eigenvalues form a submanifold

The set $\pi^{-1}(\mathcal{O}^\mu)$ is always a smooth submanifold of $\mathcal{O}_\lambda$ (though it may well be empty). When it is not empty, it is a single orbit of $\mathrm{U}(n)\subset \mathrm{ …
Robert Bryant's user avatar
4 votes
Accepted

Can any antilinear involution be trivialized by a change of basis?

If you let $I$ denote multiplication by $\sqrt{-1}$, then the two operators $I$ and $M$ on your vector space (say, $V$) satisfy $$ I^2 = -1,\qquad M^2 = 1,\qquad\text{and}\qquad IM=-MI. $$ (The former …
Robert Bryant's user avatar
7 votes
Accepted

Coordinate free isomorphism between $d+1$-dimensional antisymmetric rank $2$ tensors and $d$...

Here is a revised partial answer and some comments: It seems that you are asking for some kind of isomorphism between $S^2(\mathbb{F}^d)$ and $\Lambda^2(\mathbb{F}^{d+1})$ that would 'have the greate …
Robert Bryant's user avatar
12 votes
Accepted

Unusual decomposition of 3x3 real symmetric matrices - is this possible?

Unfortunately, the answer is 'no'. You are basically asking whether you can simultaneously diagonalize two quadratic forms in three variables, and the answer is that, 'generically' you can (and you a …
Robert Bryant's user avatar
13 votes

Generalizing the Pfaffian: families of matrices whose determinants are perfect powers of pol...

A good class of examples of this is given by Clifford algebras: If $V$ is a real vector space with endowed with a quadratic form $q:V\to\mathbb{R}$, the algebra $Cl(q)$ is the algebra generated by th …
Robert Bryant's user avatar
15 votes
Accepted

$2 \times 2$ matrix question

Yes, one can always do this. In fact, one can assume that $\det(U)=1$, as this follows by a homotopy argument, using the fact that $\pi_3(S^2)\simeq \mathbb{Z}$. Here are the details: Assume that $ …
Robert Bryant's user avatar
12 votes
Accepted

Is there any connection between this matrices

I assume that the problem is to try to determine which pairs $(P_1,P_2)$ of positive definite Hermitian symmetric $N$-by-$N$ matrices can be written in the above form for some pair $(H_1,H_2)$ of posi …
Robert Bryant's user avatar
4 votes
Accepted

Homogeneous polynomial vector fields tangent to the unit sphere

Isn't the answer just $$ D(n;d) = n{{n+d-1}\choose{d}}- {{n+d}\choose{d+1}}= d{{n+d-1}\choose{d+1}}\quad ? $$
Robert Bryant's user avatar
8 votes

is the set of skew-symmetric matrices with positive Pfaffians path connected?

The answer is 'yes', because this space is the homogeneous space $\mathrm{GL}^+(2n,\mathbb{R})/\mathrm{Sp}(n,\mathbb{R})$, which is connected. Here is more detail: Let $J_n$ be the $2n$-by-$2n$ matr …
Robert Bryant's user avatar
3 votes

standard form of antisymmetric matrix

This is not really an answer, but a caution that there probably is no answer in the form that you want it. It's not completely clear what criteria you want 'an explicit formula' to satisfy, but if yo …
Robert Bryant's user avatar
10 votes
Accepted

What is the canonical form of real symmetric 2n\times 2n matrix under unitary congruence?

The difficulty is that the space $S_{2n}(\mathbb{R})$ of $2n$-by-$2n$ symmetric matrices with real entries is not irreducible under the action of $\mathrm{U}(n)$. In fact, there is a $\mathrm{U}(n)$- …
Robert Bryant's user avatar
6 votes

How to check whether a matrix is completely positive or not?

At least for $3$-by-$3$ matrices, the test for complete positivity of a matrix $A$ is not hard. Basically, you need that $A$ be positive-semi-definite and that the off-diagonal entries be non-negativ …
Robert Bryant's user avatar

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