Linear Algebra and Its Applications (5th Edition)

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

Chapter 4 - Vector Spaces - 4.5 Exercises - Page 231: 8

Answer

Basis, $B=\left\{\begin{bmatrix}3\\1\\0\\0\end{bmatrix},\begin{bmatrix}-1\\0\\1\\0\end{bmatrix},\begin{bmatrix}0\\0\\0\\1\end{bmatrix}\right\}$ The three vectors are linearly independent and are non-zero therefore, the dimension is 3

Work Step by Step

We are given the subspace; $(a,b,c,d): a-3b+c=0.$ We are required to find a basis and dimension. we can rewrite the equation as, $a=3b-c$ Let the given subspace be represented in vector form by y: $y=(3b-c,b,c,d)$ $y=(3b,b,0,0) + (-c,0,c,0) + (0,0,0,d)$ $y =b(3,1,0,0) +c(-1,0,1,0) +d(0,0,0,1)$ Such that; $Y=\left\{b\begin{bmatrix}3\\1\\0\\0\end{bmatrix},c\begin{bmatrix}-1\\0\\1\\0\end{bmatrix},d\begin{bmatrix}0\\0\\0\\1\end{bmatrix}\right\}$ Forming the augmented matrix A and row reducing to echelon form; $A=\begin{bmatrix}3&-1&0\\1&0&0\\0&1&0\\0&0&1\end{bmatrix}\sim\begin{bmatrix}3&-1&0\\0&\frac{1}{3}&0\\0&0&0\\0&0&1\end{bmatrix}$ Since the vectors are linearly independent, they form the basis for the set. $B=\left\{\begin{bmatrix}3\\1\\0\\0\end{bmatrix},\begin{bmatrix}-1\\0\\1\\0\end{bmatrix},\begin{bmatrix}0\\0\\0\\1\end{bmatrix}\right\}$ The three vectors are linearly independent and are non-zero therefore, the dimension is 3
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