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Questions about the properties of vector spaces and linear transformations, including linear systems in general.
18
votes
Are automorphisms of matrix algebras necessarily determinant preservers?
Here is a positive result. Every finite-dimensional algebra $A$ over a field $K$ has an intrinsic determinant, and in fact an intrinsic characteristic polynomial, which is preserved by all automorphis …
14
votes
0
answers
549
views
Is the Zariski density proof of Cayley-Hamilton circular?
This old MO thread and its comments contains a discussion of the Zariski density proof of Cayley-Hamilton (I have also asked a separate question about the proof Victor gives in the comments here). Vic …
1
vote
Geometric interpretation of trace of a linear operator
Okay, let me see if I've understood what all this notation means, with the help of the Wikipedia article. Let $V$ be an $n$-dimensional real inner product space and let $F : V \to \text{Cl}(V)$ be a s …
6
votes
Accepted
Peter–Weyl decomposition of a group representation rather than group algebra
You don't say what kind of a group $G$ is but I'm going to assume for simplicity that $G$ is finite. Then, yes, it follows from Artin-Wedderburn. The point is that once we know that $\mathbb{C}[G] \co …
5
votes
Wild classification problems and Borel reducibility
Maybe surprisingly, the classification appears to be smooth. I need to combine two results neither of which I understand, which is predictably fraught with danger, but here goes. The following appear …
10
votes
Accepted
Determinant with factorials is not 0?
This is the Hankel determinant associated to the sequence $m_n = \mathbb{E}(X^n) = n!$ of moments of an exponential distribution with mean $1$. Some general results can be used to show that the sequen …
10
votes
Definitions of determinant by unique features
Let $M_n$ be the "affine monoid scheme" of $n \times n$ matrices under multiplication (like an affine group scheme but no inverses).
Claim: Every polynomial monoid homomorphism $M_n \to M_1$ is a no …
12
votes
Accepted
Bilinear forms in compact/semisimple Lie group theory
(Edit: I rewrote this answer. In the first draft I tried to take some shortcuts and found that they didn't work.)
Let $G$ be a compact Lie group acting faithfully on a f.d. vector space $V$ over $\mat …
16
votes
How many Lie and associative algebras over a finite field are there?
Bjorn Poonen addresses this question for commutative (associative, unital) algebras in The moduli space of commutative algebras of finite rank; asymptotically we have
$$q^{\frac{2}{27} n^3 + O(n^{8/3} …
10
votes
Accepted
Sum of the coefficients of the characteristic polynomial of periodic matrices
Q1: This was already given in the comments, but: a matrix $M \in GL_k(\mathbb{Z})$ of finite order $n$ must have rational normal form a block-diagonal matrix with blocks the companion matrices of cycl …
2
votes
Accepted
geometric intuition for A and A-transpose having the same eigenvalues
Suppose $v_j$ is an eigenbasis of $A$ with eigenvalues $\lambda_j$, so that $A v_j = \lambda_j v_j$. Then for all dual vectors $f$ we have
$$\langle f, A v_j \rangle = \lambda_j \langle f, v_j \rangl …
2
votes
Properties of matrix exponential without using Jordan normal forms
You can use a weaker version of Jordan normal form, namely an upper triangularization. There is a very straightforward conceptual proof that every square matrix over an algebraically closed field $k$ …
1
vote
Traces of powers of integral marices
The answer to Question 1 is yes, although I don't think I can extract a reasonable bound from the argument I have in mind. First observe that the question reduces to a question about largest (in absol …
10
votes
Nuances Regarding Naturality
An object $V$ in a symmetric monoidal category is said to be dualizable with dual $V^{\ast}$ if you can find maps
$$\text{ev} : V^{\ast} \otimes V \to 1$$
and
$$\text{coev} : 1 \to V \otimes V^{\as …
38
votes
Accepted
Linear algebra in terms of abstract nonsense?
To my mind there are two classes of interesting categorical facts here, loosely speaking "additive" facts and "multiplicative" facts. Some additive facts:
Finite-dimensional vector spaces over $k$ h …