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Let \(b = \left[ {\begin{array}{*{20}{c}}{ - 1}\\1\\0\end{array}} \right]\), and let \(A\) be the matrix in exercise 9. Is \(b\)in the range of linear transformation\(x \mapsto Ax\)? Why or why not?

Short Answer

Expert verified

The system represented by \(\left[ {A\,\,b} \right]\) is consistent; so \(b\) is in the range of \(x \to Ax\).

Step by step solution

01

Formation of the augmented matrix

Using matrix \(A = \left[ {\begin{array}{*{20}{c}}1&{ - 4}&7&{ - 5}\\0&1&{ - 4}&3\\2&{ - 6}&6&{ - 4}\end{array}} \right]\) and \(b = \left[ {\begin{array}{*{20}{c}}{ - 1}\\1\\0\end{array}} \right]\), form the augmented matrix \(\left[ {A\,\,b} \right]\).

\(\left[ {\begin{array}{*{20}{c}}1&{ - 4}&7&{ - 5}&{ - 1}\\0&1&{ - 4}&3&1\\2&{ - 6}&6&{ - 4}&0\end{array}} \right]\)

02

Simplification of the augmented matrix using row operations

Simplify the augmented matrix using row operations.

At row 2, multiply row 1 with 2 and subtract it from row 3, i.e. \({R_3} \to {R_3} - 2{R_1}\).

\(\left[ {\begin{array}{*{20}{c}}1&{ - 4}&7&{ - 5}&{ - 1}\\0&1&{ - 4}&3&1\\{2 - 2\left( 1 \right)}&{ - 6 - 2\left( { - 4} \right)}&{6 - 2\left( 7 \right)}&{ - 4 - 2\left( { - 5} \right)}&{0 - 2\left( { - 1} \right)}\end{array}} \right]\)

After the row operation, the matrix will become:

\(\left[ {\begin{array}{*{20}{c}}1&{ - 4}&7&{ - 5}&{ - 1}\\0&1&{ - 4}&3&1\\0&2&{ - 8}&6&2\end{array}} \right]\)

03

Simplification of the augmented matrix using row operations

At row 3, multiply row 2 with 2 and subtract it from row 3, i.e., \({R_3} \to {R_3} - 2{R_2}\).

\(\left[ {\begin{array}{*{20}{c}}1&{ - 4}&7&{ - 5}&{ - 1}\\0&1&{ - 4}&3&1\\0&{2 - 2\left( 1 \right)}&{ - 8 - 2\left( { - 4} \right)}&{6 - 2\left( 3 \right)}&{2 - 2\left( 1 \right)}\end{array}} \right]\)

After the row operation, the matrix will become:

\(\left[ {\begin{array}{*{20}{c}}1&{ - 4}&7&{ - 5}&{ - 1}\\0&1&{ - 4}&3&1\\0&0&0&0&0\end{array}} \right]\)

As the system given by \(\left[ {A\,\,b} \right]\) is consistent, so \(b\) is in the range of transformation \(x \to Ax\).

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