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Exercises 23-26 display a matrix A and echelon form of A. Find a basis for Col A and a basis for Nul A.

\[A = \left[ {\begin{array}{*{20}{c}}{\bf{4}}&{\bf{5}}&{\bf{9}}&{ - {\bf{2}}}\\{\bf{6}}&{\bf{5}}&{\bf{1}}&{{\bf{12}}}\\{\bf{3}}&{\bf{4}}&{\bf{8}}&{ - {\bf{3}}}\end{array}} \right] \sim \left[ {\begin{array}{*{20}{c}}{\bf{1}}&{\bf{2}}&{\bf{6}}&{ - {\bf{5}}}\\{\bf{0}}&{\bf{1}}&{\bf{5}}&{ - {\bf{6}}}\\{\bf{0}}&{\bf{0}}&{\bf{0}}&{\bf{0}}\end{array}} \right]\]

Short Answer

Expert verified

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

Step by step solution

01

Identify the pivot column using the echelon form

From the echelon form, it can be observed columns 1 and 2 are thepivot columns.

02

Find the basis of Col A

The basis of Col A is

\(\left[ {\begin{array}{*{20}{c}}4\\6\\3\end{array}} \right]\), \(\left[ {\begin{array}{*{20}{c}}5\\5\\4\end{array}} \right]\).

03

Find the basis of Nul A

Nul A is given by the equation \(Ax = 0\). Then,

\[\left[ {\begin{array}{*{20}{c}}1&2&6&{ - 5}\\0&1&5&{ - 6}\\0&0&0&0\end{array}} \right]\left[ {\begin{array}{*{20}{c}}{{x_1}}\\{{x_2}}\\{{x_3}}\\{{x_4}}\end{array}} \right] = \left[ {\begin{array}{*{20}{c}}0\\0\\0\\0\end{array}} \right]\].

So, the equations are

\({x_2} + 5{x_3} - 6{x_4} = 0\),

\({x_1} + 2{x_2} + 6{x_3} - 5{x_4} = 0\).

04

Simplify the equation Nul A

For the equations, \({x_3}\) and \({x_4}\) are the free variables.

\({x_2} = - 5{x_3} + 6{x_4}\)

And

\(\begin{array}{c}{x_1} + 2\left( { - 5{x_3} + 6{x_4}} \right) + 6{x_3} - 5{x_4} = 0\\{x_1} = 4{x_3} - 7{x_4}\end{array}\)

The solution set is obtained as shown below:

\(\begin{array}{c}\left[ {\begin{array}{*{20}{c}}{{x_1}}\\{{x_2}}\\{{x_3}}\\{{x_4}}\end{array}} \right] = \left[ {\begin{array}{*{20}{c}}{4{x_3} - 7{x_4}}\\{ - 5{x_3} + 6{x_4}}\\{{x_3}}\\{{x_4}}\end{array}} \right]\\ = \left[ {\begin{array}{*{20}{c}}{4{x_3}}\\{ - 5{x_3}}\\{{x_3}}\\{{x_4}}\end{array}} \right] + \left[ {\begin{array}{*{20}{c}}{ - 7{x_4}}\\{6{x_4}}\\{{x_3}}\\{{x_4}}\end{array}} \right]\\ = {x_3}\left[ {\begin{array}{*{20}{c}}4\\{ - 5}\\1\\0\end{array}} \right] + {x_4}\left[ {\begin{array}{*{20}{c}}{ - 7}\\6\\0\\1\end{array}} \right]\end{array}\)

So, the basis of Col A is \(\left\{ {\left[ {\begin{array}{*{20}{c}}4\\6\\3\end{array}} \right],\left[ {\begin{array}{*{20}{c}}5\\5\\4\end{array}} \right]} \right\}\) and the basis of Nul A is \(\left\{ {\left[ {\begin{array}{*{20}{c}}4\\{ - 5}\\1\\0\end{array}} \right],\left[ {\begin{array}{*{20}{c}}{ - 7}\\6\\0\\1\end{array}} \right]} \right\}\).

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Most popular questions from this chapter

Suppose \({A_{{\bf{11}}}}\) is an invertible matrix. Find matrices Xand Ysuch that the product below has the form indicated. Also,compute \({B_{{\bf{22}}}}\). [Hint:Compute the product on the left, and setit equal to the right side.]

\[\left[ {\begin{array}{*{20}{c}}I&{\bf{0}}&{\bf{0}}\\X&I&{\bf{0}}\\Y&{\bf{0}}&I\end{array}} \right]\left[ {\begin{array}{*{20}{c}}{{A_{{\bf{1}}1}}}&{{A_{{\bf{1}}2}}}\\{{A_{{\bf{2}}1}}}&{{A_{{\bf{2}}2}}}\\{{A_{{\bf{3}}1}}}&{{A_{{\bf{3}}2}}}\end{array}} \right] = \left[ {\begin{array}{*{20}{c}}{{B_{11}}}&{{B_{12}}}\\{\bf{0}}&{{B_{22}}}\\{\bf{0}}&{{B_{32}}}\end{array}} \right]\]

In Exercise 10 mark each statement True or False. Justify each answer.

10. a. A product of invertible \(n \times n\) matrices is invertible, and the inverse of the product of their inverses in the same order.

b. If A is invertible, then the inverse of \({A^{ - {\bf{1}}}}\) is A itself.

c. If \(A = \left( {\begin{aligned}{*{20}{c}}a&b\\c&d\end{aligned}} \right)\) and \(ad = bc\), then A is not invertible.

d. If A can be row reduced to the identity matrix, then A must be invertible.

e. If A is invertible, then elementary row operations that reduce A to the identity \({I_n}\) also reduce \({A^{ - {\bf{1}}}}\) to \({I_n}\).

Suppose the first two columns, \({{\bf{b}}_1}\) and \({{\bf{b}}_2}\), of Bare equal. What can you say about the columns of AB(if ABis defined)? Why?

Suppose P is invertible and \(A = PB{P^{ - 1}}\). Solve for Bin terms of A.

In Exercises 13 and 14, find a basis for the subspace spanned by the given vectors. What is the dimension of the subspace?

14. \(\left[ {\begin{array}{*{20}{c}}1\\{ - {\bf{1}}}\\{ - 2}\\{\bf{5}}\end{array}} \right]\), \(\left[ {\begin{array}{*{20}{c}}{\bf{2}}\\{ - {\bf{3}}}\\{ - {\bf{1}}}\\{\bf{6}}\end{array}} \right]\), \(\left[ {\begin{array}{*{20}{c}}{\bf{0}}\\{\bf{2}}\\{ - {\bf{6}}}\\{\bf{8}}\end{array}} \right]\), \(\left[ {\begin{array}{*{20}{c}}{ - {\bf{1}}}\\{\bf{4}}\\{ - {\bf{7}}}\\7\end{array}} \right]\), \(\left[ {\begin{array}{*{20}{c}}3\\{ - 8}\\9\\{ - 5}\end{array}} \right]\)

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