Problems 1. Determine whether the given transformation $T$ is linear. a) $T : M_{2,2} \to M_{2,2}$ defined by $$ T \begin{pmatrix} a & b \\ c & d \end{pmatrix} = \begin{pmatrix} a+b & 0 \\ 0 & c+d \end{pmatrix} $$ b) $T : P_2 \to P_2$ defined by $T(a + bx + cx^2) = (a - c) + b(x + 1) + b(x + 1)^2$ c) $T : M_{2,2} \to \mathbb{R}$ by $T(A) = \text{rank} (A)$ d) $T : \mathcal{F} \to \mathcal{F}$ defined by $T(f) = f(x^2)$ (where $\mathcal{F}$ is the vector space of all functions from $\mathbb{R}$ to $\mathbb{R}$)
Added by David S.
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Additivity: T(A + B) = T(A) + T(B) Let's consider two matrices A and B in M2x2: A = [a b] [c d] B = [e f] [g h] T(A + B) = 9 + D 0 0 (a+e+b+g) + (c+f+d+h) (e+g) + (f+h) T(A) + T(B) = (9 + D 0 0 a+c) + (9 + D 0 0 e+g) + (9 + D 0 0 Show moreβ¦
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Determine $T(\mathbf{v})$ for the given linear transformation $T$ and vector in $V$ by (a) Computing $[T]_{B}^{C}$ and $[\mathbf{v}]_{B}$ and using Theorem 6.5 .4 (b) Direct calculation. $T: P_{1}(\mathbb{R}) \rightarrow M_{2}(\mathbb{R})$ via $$ T(a+b x)=\left[\begin{array}{cc} a-b & 0 \\ -2 b & -a+b \end{array}\right] $$ relative to the standard bases $B$ and $C ; p(x)=$ $-2+3 x$.
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Determine $T(\mathbf{v})$ for the given linear transformation $T$ and vector in $V$ by (a) Computing $[T]_{B}^{C}$ and $[\mathbf{v}]_{B}$ and using Theorem 6.5 .4 (b) Direct calculation. $T: M_{2}(\mathbb{R}) \rightarrow M_{2}(\mathbb{R})$ via $$ T\left(\left[\begin{array}{ll} a & b \\ c & d \end{array}\right]\right)=\left[\begin{array}{cc} 2 a-b+d & -a+3 d \\ 0 & -a-b+3 c \end{array}\right] $$ relative to the standard basis $B=C$; $$ A=\left[\begin{array}{rr} -7 & 2 \\ 1 & -3 \end{array}\right] $$
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