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Mathematics II207910 marksNumerical: linear transformation computationIntroduction to linear transformations

Define linear transformation with an example. Let and define a transformation T: mathbbR2 to mathbbR3 by T(x) = Ax then a. find T(v) b. find x in mathbbR2 whose image under T is b

Define linear transformation with an example. Let $$A = \begin{bmatrix} 1 & -3 \ 3 & 5 \ -1 & 7 \end{bmatrix}, \quad v = \begin{bmatrix} 2 \ -1 \end{bmatrix}, \quad b = \begin{bmatrix} 3 \ 2 \ 4 \end{bmatrix}, \quad x = \begin{bmatrix} x_1 \ x_2 \end{bmatrix}$$

and define a transformation $T: \mathbb{R}^2 \to \mathbb{R}^3$ by $T(x) = Ax$ then

a. find $T(v)$

b. find $x \in \mathbb{R}^2$ whose image under $T$ is $b$ [10]

A mapping $T: V \to W$ (where $V, W$ are vector spaces) is a linear transformation if for all vectors $\mathbf{u}, \mathbf{v}$ in $V$ and all scalars $c$: 1. $T(\mathbf{u} + \mathbf{v}) = T(\mathbf{u}) + T(\mathbf{v})$ 2. $T(c\mathbf{v}) = c,T(\mathbf{v})$ Example: For any $m \times n$ matrix

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