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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 …
Qiaochu Yuan's user avatar
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 …
Qiaochu Yuan's user avatar
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 …
Qiaochu Yuan's user avatar
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 …
Qiaochu Yuan's user avatar
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 …
Qiaochu Yuan's user avatar
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 …
Qiaochu Yuan's user avatar
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 …
Qiaochu Yuan's user avatar
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} …
Qiaochu Yuan's user avatar
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 …
Qiaochu Yuan's user avatar
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 …
Qiaochu Yuan's user avatar
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 $k$ …
Qiaochu Yuan's user avatar
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 …
Qiaochu Yuan's user avatar
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 …
Qiaochu Yuan's user avatar
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 …
Qiaochu Yuan's user avatar

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