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 - 1.9 Exercises - Page 80: 30

Answer

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Work Step by Step

Given \[ T: \mathbb{R}^{4} \mapsto \mathbb{R}^{3} \text { is onto } \] Goal Describe the possible echelon shapes of the standard matrix for a linear transformation $T$. Concepts Definition of Onto Mapping Plan: 1. Determine the size of the matrix for the given mapping. 2. Determine the possible echelon shapes of the standard matrix.From the given transformation, we know that the size of standard matrix $A$ is $3 \times 4 .$ since the possible echelon forms of $A$ must be onto in this case, we must make all possible shapes $A$ such that its columns span $\mathbb{R}^{m}$. (Recall Theorem 4). The columns of $A$ will span $\mathbb{R}^{m}$ if $A$ has a pivot position in every row. Knowing this, the possible echelon shapes of the standard matrix are \[ \begin{array}{l} A_{1}=\left[\begin{array}{llll} \mathbf{I} & * & * & * \\ 0 & \mathbf{I} & * & * \\ 0 & 0 & \mathbf{I} & * \end{array}\right] \\ A_{2}=\left[\begin{array}{llll} 0 & \mathbf{l} & * & * \\ 0 & 0 & \mathbf{g} & * \\ 0 & 0 & 0 & \mathbf{D} \end{array}\right] \\ A_{3}=\left[\begin{array}{llll} \mathbf{\square} & * & * & * \\ 0 & \mathbf{D} & * & * \\ 0 & 0 & 0 & \mathbf{D} \end{array}\right] \\ A_{4}=\left[\begin{array}{llll} \mathbf{D} & * & * & * \\ 0 & 0 & \mathbf{D} & * \\ 0 & 0 & 0 & \mathbf{D} \end{array}\right] \end{array} \] Conclusion: The possible echelon shapes of the standard matrix
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