Differential Equations and Linear Algebra (4th Edition)

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

Chapter 4 - Vector Spaces - 4.9 The Rank-Nullity Theorem - Problems - Page 330: 3

Answer

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Work Step by Step

We are given $A=\begin{bmatrix} 2 & -1\\ -4 & 2 \end{bmatrix}$ We must find all solutions to $Ax = 0$. Reducing the augmented matrix of this system yields: $A^\#=\begin{bmatrix} 2 & -1\\ -4 & 2 \end{bmatrix} \approx A=\begin{bmatrix} 1 & -\frac{1}{2}\\ 0 & 0 \end{bmatrix}$ Consider vectors $(x,y) $ in nullspace $(A)$ satisfies $x-\frac{1}{2}y=0$. Let $x=t, y=2t$ So: $nullspace(A) =\{(t,2t): t \in R\\ =span\{(\frac{1}{2})\}$ In this problem, according to the Rank-Nullity Theorem we have $n=1$. Further, from the foregoing row-echelon form of the augmented matrix of the system $Ax = 0$, we see that $rank(A) = 1$. Hence: $$rank(A)+nullity(A)=1+1=2=n$$ Hence the Rank-Nullity Theorem is verified.
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