Chapter 11: Problem 30
Show that, for any subset \(S\) of \(V, \operatorname{span}(S)=S^{00},\) where \(\operatorname{span}(S)\) is the linear span of \(S\).
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Chapter 11: Problem 30
Show that, for any subset \(S\) of \(V, \operatorname{span}(S)=S^{00},\) where \(\operatorname{span}(S)\) is the linear span of \(S\).
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Let \(\phi\) be the linear functional on \(\mathbf{R}^{2}\) defined by \(\phi(x, y)=3 x-2 y .\) For each of the following linear mappings \(T: \mathbf{R}^{3} \rightarrow \mathbf{R}^{2},\) find \(\left(T^{t}(\phi)\right)(x, y, z)\) (a) \(T(x, y, z)=(x+y, y+z)\) (b) \(T(x, y, z)=(x+y+z, \quad 2 x-y)\)
Let \(V\) be the vector space of square matrices of order \(n\). Let \(T: V \rightarrow K\) be the trace mapping; that is, \(T(A)=a_{11}+a_{22}+\cdots+a_{n n},\) where \(A=\left(a_{i j}\right) .\) Show that \(T\) is linear.
Find the basis \(\left\\{\phi_{1}, \phi_{2}, \phi_{3}\right\\}\) that is dual to the following basis of \(\mathbf{R}^{3}\) : \\[ \left\\{v_{1}=(1,-1,3), \quad v_{2}=(0,1,-1), \quad v_{3}=(0,3,-2)\right\\} \\]
Let \(\left\\{e_{1}, \ldots, e_{n}\right\\}\) be the usual basis of \(K^{n} .\) Show that the dual basis is \(\left\\{\pi_{1}, \ldots, \pi_{n}\right\\}\) where \(\pi_{i}\) is the \(i\) th projection mapping; that is, \(\pi_{i}\left(a_{1}, \ldots, a_{n}\right)=a_{i}\).
Prove Theorem 11.1: Suppose \(\left\\{v_{1}, \ldots, v_{n}\right\\}\) is a basis of \(V\) over \(K .\) Let \(\phi_{1}, \ldots, \phi_{n} \in V^{*}\) be defined by \(\phi_{i}\left(v_{j}\right)=0\) for \(i \neq j,\) but \(\phi_{i}\left(v_{j}\right)=1\) for \(i=j .\) Then \(\left\\{\phi_{1}, \ldots, \phi_{n}\right\\}\) is a basis of \(V^{*}\)
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