Differential Equations and Linear Algebra (4th Edition)

Published by Pearson
ISBN 10: 0-32196-467-5
ISBN 13: 978-0-32196-467-0

Chapter 6 - Linear Transformations - 6.6 Chapter Review - Additional Problems - Page 429: 3

Answer

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Work Step by Step

Assume $x=(x_1,x_2,x_3)\\ y=(y_1,y_2,y_3)\\ c\in R$ $T(x+y)=T((x_1,x_2,x_3)+(y_1,y_2,y_3))\\ =T(x_1+y_1,x_2+y_2,x_3+y_3)\\ =(-3(x_3+y_3),2(x_1+y_1)-(x_2+y_2)+5(x_3+y_3))\\ =(-3x_3-3y_3,2x_1+2y_1-x_2-y_2+5x_3+5y_3)\\ =(-3x_3,2x_1-x_2+5x_3)+(-3y_3,2y_1-y_2+5y_3)\\ =T(x_1,x_2,x_3)+T(y_1,y_2,y_3)\\ =T(x)+T(y)$ $T(cx)=T(c(x_1,x_2,x_3))\\ =T(cx_1,cx_2,cx_3)\\ =(-3cx_3,2cx_1-cx_2+5cx_3)\\ =c(-3x_3,2x_1-x_2+5x_3)\\ =cT(x_1x_2,x_3)\\ =cT(x)$ Hence, $T$ is a linear transformation Obtain: $Ker(T)=\{x \in R^3:T (x)=0\}\\ =\{(x,y,z) \in R^3: T(x,y,z)=0\}\\ =\{(z,y,z) \in R^3: (-3z,2x-y+5z)=(0,0)\\ \rightarrow z=0;y=2x$ then $Ker(T)=\{(x,2x,0)\}=\{x(1,2,0)\}=span \{(1,2,0)\}\\ \rightarrow \dim [Ker(T)]=1 \ne 0$ $T$ is not one-to-one Apply Rank Nullity Theorem: $\dim [Ker(T)]+\dim [Rng(T)]=\dim R^3\\ 1+\dim [Rng(T)]=3\\ \dim [Rng(T)]=2$ $Rng(T) \subset R^2$ and $\dim R^2=2=\dim [Rng(T)]$ $T$ is onto Basic for $Rng(T)$ is $\{(1,0),(0,1)$
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