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 - Supplementary Exercises - Page 90: 18

Answer

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Work Step by Step

Let: $\left\{\mathbf{v}_{1}, \mathbf{v}_{2}\right\}$ is a linearly independent set in $\mathbb{R}^{n}$ Goal: Explain $\left\{\mathbf{v}_{1}, \mathbf{v}_{1}+\mathbf{v}_{2}\right\}$ is also linearly independent. Concepts: Linear Independence Solve Let $c_{1}$ and $c_{2}$ are constants such that \[ c_{1} \mathbf{v}_{1}+c_{2}\left(\mathbf{v}_{1}+\mathbf{v}_{2}\right)=\mathbf{0} \] Then, $\left(c_{1}+c_{2}\right) \mathbf{v}_{1}+c_{2} \mathbf{v}_{2}=\mathbf{0}$ $\mathbf{v}_{1}$ and $\mathbf{v}_{2}$ are linearly independent, so $c_{1}+$ $c_{2}=0$ and $c_{2}=0$ Result Thus both $c_{1}$ and $c_{2}$ in equation (1) must also be zero. Conclusion $\left\{\mathbf{v}_{1}, \mathbf{v}_{1}+\mathbf{v}_{2}\right\}$ is linearly independent.
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