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Questions about the properties of vector spaces and linear transformations, including linear systems in general.
3
votes
Accepted
How to find eigenvalues following Axler?
Using minimality can help.
Without using the polynomial-root oracle you can find the minimal polynomial of $T$ by looking for the first linear dependence among $I, T, T^2, \dotsc, T^r$ (for the minim …
4
votes
Dimension of a general partial derivative of a linear subspace of polynomials
Change coordinates, or act by a linear transformation, so that $U$ is a general subspace and we are differentiating by $\partial = \frac{\partial}{\partial x_1}$. Since $U$ is general, it has a basis …
2
votes
The functional equation $T(x\otimes y)=T(x)\otimes T(y)$ on the matrix algebra
What is a linear operator---do you require $T_n(X_1 X_2) = T_n(X_1) T_n(X_2)$? If not, $T_n(X) = c^n X$ for a fixed scalar $c$ works. Even if yes, I think that $T_n(X) = X$ if $n$ odd, $0$ if $n$ even …
1
vote
Permanent of distorted matrix
Say $M$ is $n \times n$. For $1 \leq k \leq n$, let $P_k(M)$ be the sum of all of the permanents of $k \times k$ minors of $M$; and let $P_0(M) = 1$. For example $P_n(M)$ is the permanent of $M$, whic …
2
votes
Symmetric tensors as sum of powers
In effect you are asking how to write monomials as sums of powers (with scalar coefficients; linear combinations of powers). The expression given by @abx is very elegant, but uses $2^k-1$ terms for $e …
2
votes
Accepted
Strassen-like algorithm for Hadamard product of $2\times 2$ matrices
Let's write $T \in \mathcal{A}^* \otimes \mathcal{B}^* \otimes \mathcal{C}$ for the tensor, and $L_T : \mathcal{A} \otimes \mathcal{B} \to \mathcal{C}$ for the linear map given by $A \otimes B \mapsto …
1
vote
Existence of polynomial equation system solution
The variety $N$ of nilpotent matrices has codimension $n$ (e.g., this MSE answer). In projective space, generally, $A,B_1C_1,B_2C_2,\dotsc,B_nC_n$ span an $n$-plane. Because of the dimension, this pla …
0
votes
Question about polynomials over finite fields
The condition clearly implies $|A|=|B|$. (Fix a line $\ell$ and sum over all univariate polynomials on $\ell$.) Also, if $A$ and $B$ satisfy the condition and $p=p(x,y)$ is any bivariate polynomial of …
2
votes
Is there a useful generalization of the Schmidt decomposition to the tensoring together of 3...
There is some recent work on tensors (and also the special cases of symmetric and alternating tensors) that admit orthogonal or unitary decompositions (resp., symmetric or alternating decompositions). …
1
vote
Accepted
Extending a continuous map over projective space
Your condition (1) means: if $\hat{u}$, $\hat{v}$, and $\hat{w}$ are linearly dependent, then so are $\widehat{\varphi(u)}$, $\widehat{\varphi(v)}$, and $\widehat{\varphi(w)}$. So $\varphi$ preserves …
2
votes
Accepted
Inverse of a larger matrix where the inverse of the submatrix is known
You know $\begin{pmatrix} A & 0 \\ 0 & 1 \end{pmatrix}^{-1} = \begin{pmatrix} A^{-1} & 0 \\ 0 & 1 \end{pmatrix}$, and from there you can make two successive rank-$1$ modifications, first adding $b$ al …
5
votes
Accepted
Symmetric tensor decomposition
A recent introduction is Carlini, et al, Four lectures on secant varieties. Adam mentioned Landsberg, Tensors: Geometry and Applications.
In brief:
1(a). If $T$ is a symmetric tensor of tensor rank …
65
votes
Why is the Vandermonde determinant harmonic?
Consider the symmetric group action permuting the variables. The Vandermonde determinant $V$ is antisymmetric, meaning it spans an alternating representation—it's invariant under permutations, up to m …