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

35 votes

Injectivity implies surjectivity

There is an improvement of the answer of Joseph Van Name which I feel is much more in the spirit in the question asked: Let $(X,d)$ be a compact metric space, and assume that the mapping $f\colon X\t …
20 votes

Is there a version of inclusion/exclusion for vector spaces?

One way to look at this question is via quiver representations. Two subspaces of a vector space form a representation of the quiver $A_3$ with orientations $\bullet \rightarrow \bullet \leftarrow \bul …
Vladimir Dotsenko's user avatar
13 votes
Accepted

A strange matrix equality

Let us rewrite it using the commutators $[P,Q]=PQ-QP$, as follows: $$ tr(B)[A^2,B]=tr(A)[A,B^2]. $$ Now, for matrices $X$ of size~$2$, we have $X^2=tr(X)X-det(X)I$ (a particular case of Cayley--Hami …
Vladimir Dotsenko's user avatar
10 votes

An Linear Algebra Inequality

If you replace determinants by traces, then this inequality is just Cauchy-Schwarz for the inner product $(X,Y)=\mathop{\mathrm{tr}}(XY^T)$ on the space of matrices. Now, we just have to recall that d …
Vladimir Dotsenko's user avatar
8 votes
Accepted

Solving multilinear equations

Multilinear equations are hardly easier than general equations. For instance, the multilinear equations $$ \begin{cases} x_0-x_1=0,\\ x_0x_1-x_2=0,\\ x_0x_2-x_3=0,\\ \ldots\\ x_0x_{n-1}-x_n=0 \end{c …
Vladimir Dotsenko's user avatar
7 votes

Does the linear automorphism group determine the vector space?

A simple argument in the finite dimensional case: the commutator subgroup of $GL_n(\mathbb{C})$ is $SL_n(\mathbb{C})$, and the size of the center of $SL_n(\mathbb{C})$ is $n$, as scalar matrices with …
Vladimir Dotsenko's user avatar
7 votes

Linear Algebra Texts?

My personal pick is I.M.Gelfand's "Lectures on linear algebra" (link to a copy on Google Books), accompanied by two warnings: (1) the part "Introduction to tensors" is far from perfect; (2) the proof …
6 votes
Accepted

Set of integer matrices $A$ such that $(A^k)_{k\in\mathbb{N}}$ is eventually periodic

Of course. The eigenvalues of this matrix (over $\mathbb{C}$) may only be zeros and roots of unity (whose minimal polynomial is of degree at most $n$, as they are roots of the characteristic polynomia …
Vladimir Dotsenko's user avatar
5 votes
Accepted

Orbits of exterior products

To the best of my knowledge, already for $n=3$ case (which probably is close, if not identical, to $n=\dim(V)-3$ because of the duality argument) the situation is far from clear for $\dim(V)$ starting …
Vladimir Dotsenko's user avatar
5 votes
Accepted

Can the concatenation of projection operators be nilpotent with an index k>=3?

I think your example is easily generalisable for any index. For example, let $$ Q_1=P_1\oplus(1), Q_2=P_2\oplus(1), Q_3=P_3\oplus(1)=(1)\oplus P_1, Q_4=(1)\oplus P_2, Q_5=(1)\oplus P_3. $$ Then $Q_5 …
Vladimir Dotsenko's user avatar
4 votes
Accepted

An $n$ eigenvalue multiplicity

This is an elaboration on the comment of Alexandre Eremenko. Algebraic multiplicity $n$ means that we have the equality of polynomials $$ \det(t I_n -a_1A_1+\cdots+a_nA_n)=(t-\lambda)^n $$ for some $ …
4 votes

Vacuum vector and basis defined by anti-commuting operators

There is a general algebraic result which states that the abstractly defined associative $\mathbb{R}$-algebra with generators $X_1,\ldots,X_n$, $Y_1,\ldots,Y_n$ and relations $$ X_iX_j+X_jX_i=0, \qua …
Vladimir Dotsenko's user avatar
4 votes
Accepted

What do you call a scaled orthogonal map?

Wikipedia suggests "conformal orthogonal group" for the group of all such maps; see the articles https://en.wikipedia.org/wiki/Conformal_group https://en.wikipedia.org/wiki/Orthogonal_group#Conformal_ …
Vladimir Dotsenko's user avatar
4 votes

Origin of the sign convention in the Tensor product of graded vector spaces

If you want to find another $\sigma'_{V,W}\colon V\otimes W\to W\otimes V$ so that $\sigma'_{U,V\otimes W}=\sigma'_{U,V}\sigma'_{U,W}$ and assume that on homogeneous elements $\sigma'_{V,W}(v\otimes w …
Vladimir Dotsenko's user avatar
4 votes
Accepted

Solving a recursion for polynomials defined by a matrix product

Your polynomial is precisely $$ \sum_{k_1+2k_2+\cdots+nk_n=n}\binom{k_1+\cdots+k_n}{k_1,\ldots,k_n}X_1^{k_1}\cdots X_n^{k_n}. $$ The proof is straightforward by induction: you have $$ p_n(X)=\sum_{i= …
Vladimir Dotsenko's user avatar

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