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Mathematics

Questions tagged [linear-transformations]

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In mathematics, a linear map (also called a linear mapping, linear transformation or, in some contexts, linear function) is a mapping V → W between two modules (including vector spaces) that preserves (in the sense defined below) the operations of addition and scalar multiplication. (Def: http://en.m.wikipedia.org/wiki/Linear_map)

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Let $L_S:F^n→F^m$ be a linear map which has null space $O$.Prove: if $H^1,\dots,H^k$ are linearly independent elements in $F^n$, then $L_S (H^1 ),\dots,L_S (H^k )$ are linearly independent elements ...
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If $K\subset\mathbb R^2$ is strictly convex, $T\in SL(2,\mathbb R)$ is linear with $T(K)=K$, and $T$ fixes some boundary point $p\in\partial K$, must $T$ be the identity?Without strict convexity, we ...
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I am proving that $\mathrm{Z(GL}(V))$ is in $\mathbb{K}I_n$. $V$ is a finite dimensional vector space of dimension $n\geq2$ over a field $\mathbb{K}$. The problem I have is that this prove does not ...
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I've been trying to prove that if a 2D linear transformation has an invariant line through the origin then it must have an infinite set of invariant lines that are parallel to this line. I've searched ...
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Problem Setup: Let $V = \mathcal{P}_{1}$ with $\langle f,g \rangle = \int_{-1}^{1} f(x)\,g(x)\,\mathrm dx$ be the inner product space. Here $\mathcal{P}_{1}$ is the space of all linear polynomials. ...
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I am confused about the definition of the adjoint of a linear transformation, after looking at it in different sources and with different questions.(1) Some sources state is as: given $T:V\rightarrow ...
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T is a linear operator on a finite dimensional vector space V. Show that there exists a non-degenerate symmetric bilinear form B on V such that B(Tu,v)=B(u,Tv) for all u,v in V.I tried to use the ...
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A tripotent matrix is a special case of $k$-idempotent matrix with $k = 3$. That is, a tripotent matrix is defined by the equation $A^3 = A$. (A trivial example is $A = I$.) The possible eigenvalues ...
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Let $f:M_n(\mathbb{C})\rightarrow M_n(\mathbb{C})$ be a linear map satisfying $f(A)$ is invertible iff $A$ is invertible. Show that det $f(A)$ = $c$ det $A$ for some constant $c$.My idea is that let $...
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I'm working in my homework of linear algebra and there is this problem I'm strugling withLet $V$ be a finite-dimensional vector space with an inner product, and let $T$ be a linear operator on $V$. I'...
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Context:Let $\pi$ be a (potentially continuous) probability distribution.Let $\mathcal{L}^2(\pi)$ be the set of square-integrable function (real-valued) with respect to $\pi$, equipped with the ...
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The following is from Orthogonal Polynomials of Several Variables by Charles F Dunkl and Yuan Xu 2nd edition , Encyclopedia of math..and applications 155 page 320. Here i am assuming (i,j) means the ...
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Given a matrix $A$, the norm $\|A\|_{\infty\rightarrow 1}$ is $\max_{x:\|x\|_{\infty}=1}\|Ax\|_1$.A reference says that$$\|A\|_{\infty\rightarrow 1}=\max \sum_{i,j}A_{ij}c_id_j,$$where the maximum ...
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The question is related to section 3.4, page 92 from Hoffman and Kunze. It's a discussion near the end of the section.I'm able to deduce that $$[U]_B = P$$,My question is that for any $\alpha \in V$ ...
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We have the Householder reflector $F = \begin{bmatrix}-c & s\\s &c\end{bmatrix}$, where $c$ stands for $\cos{\theta}$, $s$ stands for $\sin{\theta}$ for some $\theta$. We want to know its ...

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