Linear Algebra and Its Applications (5th Edition)

Published by Pearson
ISBN 10: 032198238X
ISBN 13: 978-0-32198-238-4

Chapter 1 - Linear Equations in Linear Algebra - 1.8 Exercises - Page 70: 32

Answer

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Work Step by Step

We need to disprove one of the elements of the definition of a linear transformation That is, we need to prove \[ \left(\exists c \in \mathbb{R}, \exists x \in \mathbb{R}^{2}, T(c x) \neq c T(x)\right) \vee\left(\exists x, y \in \mathbb{R}^{2}, T(x+y) \neq T(x)+T(y)\right) \] Let \[ c=-1 \] Let \[ x=(x 1, x 2) \in \mathbb{R}^{2} \] Then \[ \begin{array}{c} T(c x)=T(c(x 1, x 2)) \\ =T((c x 1, c x 2)) \\ =\left(-4 x_{1}+2 x_{2}, 3\left|-x_{2}\right|\right) \\ =\left(-4 x_{1}+2 x_{2}, 3\left|x_{2}\right|\right) \end{array} \] And \[ \begin{aligned} & c T(x)=c T((x 1, x 2)) \\ &=c\left(4 x_{1}-2 x_{2}, 3\left|x_{2}\right|\right) \\ =&\left(-4 x_{1}+2 x_{2},-3\left|x_{2}\right|\right) \end{aligned} \] $\mathrm{So}$ \[ T(c x) \neq c T(x) \] Then \[ \exists c \in \mathbb{R}, \exists x \in \mathbb{R}^{2}, T(c x) \neq c T(x) \] So $T$ is not a linear transformation.
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