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In the rest of this exercise set and in those to follow, you should assume that each matrix expression is defined. That is, the sizes of the matrices (and vectors) involved match appropriately.

Let \(A = \left( {\begin{aligned}{*{20}{c}}{\bf{4}}&{ - {\bf{1}}}\\{\bf{5}}&{ - {\bf{2}}}\end{aligned}} \right)\). Compute \({\bf{3}}{I_{\bf{2}}} - A\) and \(\left( {{\bf{3}}{I_{\bf{2}}}} \right)A\).

Short Answer

Expert verified

\(\left( {\begin{aligned}{*{20}{c}}{ - 1}&1\\{ - 5}&5\end{aligned}} \right)\), \(\left( {\begin{aligned}{*{20}{c}}{12}&{ - 3}\\{15}&{ - 6}\end{aligned}} \right)\)

Step by step solution

01

Find the matrix \(3{I_{\bf{2}}} - A\)

The value of \(3{I_2} - A\) can be calculated as follows:

\(\begin{aligned}{c}3{I_2} - A = 3\left( {\begin{aligned}{*{20}{c}}1&0\\0&1\end{aligned}} \right) - \left( {\begin{aligned}{*{20}{c}}4&{ - 1}\\5&{ - 2}\end{aligned}} \right)\\ = \left( {\begin{aligned}{*{20}{c}}3&0\\0&3\end{aligned}} \right) - \left( {\begin{aligned}{*{20}{c}}4&{ - 1}\\5&{ - 2}\end{aligned}} \right)\\ = \left( {\begin{aligned}{*{20}{c}}{ - 1}&1\\{ - 5}&5\end{aligned}} \right)\end{aligned}\)

02

Find the matrix \(\left( {{\bf{3}}{I_{\bf{2}}}} \right)A\)

The value of \(\left( {3{I_2}} \right)A\) can be calculated as follows:

\(\begin{aligned}{c}\left( {3{I_2}} \right)A = 3\left( {{I_2}A} \right)\\ = 3\left( {\begin{aligned}{*{20}{c}}1&0\\0&1\end{aligned}} \right)\left( {\begin{aligned}{*{20}{c}}4&{ - 1}\\5&{ - 2}\end{aligned}} \right)\\ = 3\left( {\begin{aligned}{*{20}{c}}{1 \times 4 + 0}&{1 \times \left( { - 1} \right) + 0}\\{0 + 1 \times 5}&{0 \times \left( { - 1} \right) + 1 \times \left( { - 2} \right)}\end{aligned}} \right)\\ = 3\left( {\begin{aligned}{*{20}{c}}4&{ - 1}\\5&{ - 2}\end{aligned}} \right)\\ = \left( {\begin{aligned}{*{20}{c}}{12}&{ - 3}\\{15}&{ - 6}\end{aligned}} \right)\end{aligned}\)

So, \(3{I_2} - A = \left( {\begin{aligned}{*{20}{c}}{ - 1}&1\\{ - 5}&5\end{aligned}} \right)\), and \(\left( {3{I_2}} \right)A = \left( {\begin{aligned}{*{20}{c}}{12}&{ - 3}\\{15}&{ - 6}\end{aligned}} \right)\).

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Most popular questions from this chapter

[M] For block operations, it may be necessary to access or enter submatrices of a large matrix. Describe the functions or commands of your matrix program that accomplish the following tasks. Suppose A is a \(20 \times 30\) matrix.

  1. Display the submatrix of Afrom rows 15 to 20 and columns 5 to 10.
  2. Insert a \(5 \times 10\) matrix B into A, beginning at row 10 and column 20.
  3. Create a \(50 \times 50\) matrix of the form \(B = \left[ {\begin{array}{*{20}{c}}A&0\\0&{{A^T}}\end{array}} \right]\).

[Note: It may not be necessary to specify the zero blocks in B.]

Suppose the third column of Bis the sum of the first two columns. What can you say about the third column of AB? Why?

Use partitioned matrices to prove by induction that for \(n = 2,3,...\), the \(n \times n\) matrices \(A\) shown below is invertible and \(B\) is its inverse.

\[A = \left[ {\begin{array}{*{20}{c}}1&0&0& \cdots &0\\1&1&0&{}&0\\1&1&1&{}&0\\ \vdots &{}&{}& \ddots &{}\\1&1&1& \ldots &1\end{array}} \right]\]

\[B = \left[ {\begin{array}{*{20}{c}}1&0&0& \cdots &0\\{ - 1}&1&0&{}&0\\0&{ - 1}&1&{}&0\\ \vdots &{}& \ddots & \ddots &{}\\0&{}& \ldots &{ - 1}&1\end{array}} \right]\]

For the induction step, assume A and Bare \(\left( {k + 1} \right) \times \left( {k + 1} \right)\) matrices, and partition Aand B in a form similar to that displayed in Exercises 23.

In the rest of this exercise set and in those to follow, you should assume that each matrix expression is defined. That is, the sizes of the matrices (and vectors) involved match appropriately.

Compute \(A - {\bf{5}}{I_{\bf{3}}}\) and \(\left( {{\bf{5}}{I_{\bf{3}}}} \right)A\)

\(A = \left( {\begin{aligned}{*{20}{c}}{\bf{9}}&{ - {\bf{1}}}&{\bf{3}}\\{ - {\bf{8}}}&{\bf{7}}&{ - {\bf{6}}}\\{ - {\bf{4}}}&{\bf{1}}&{\bf{8}}\end{aligned}} \right)\)

If Ais an \(n \times n\) matrix and the equation \(A{\bf{x}} = {\bf{b}}\) has more than one solution for some b, then the transformation \({\bf{x}}| \to A{\bf{x}}\) is not one-to-one. What else can you say about this transformation? Justify your answer.

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