Question

Find a basis for the row space of A. 1 -1 3 2 -3 8 A-0 1 -2 Find a basis for the null space of A. Verify that every vector in

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Answer #1

382 1 1313 1205

1 -1 3
2 -3 8
0 1 -2
5 -3 11

convert into  Reduced Row Eschelon Form...

Add (-2 * row1) to row2

1 -1 3
0 -1 2
0 1 -2
5 -3 11


Add (-5 * row1) to row4

1 -1 3
0 -1 2
0 1 -2
0 2 -4


Divide row2 by -1

1 -1 3
0 1 -2
0 1 -2
0 2 -4


Add (-1 * row2) to row3

1 -1 3
0 1 -2
0 0 0
0 2 -4


Add (-2 * row2) to row4

1 -1 3
0 1 -2
0 0 0
0 0 0


Add (1 * row2) to row1

1 0 1
0 1 -2
0 0 0
0 0 0

reduced matrix is

01 -2

there are 2 pivot entry at first and second column

so basis of row space are

(1 0 1)

(01-2

.

.

.

reduced system is

-200 0100 1000

x+z=0................x=-z

y-2z=0................y=2z

z=z.........free

.

general solution is

1

.

basis of null space is

-121

.

.

.

.

.

.

.

.

31-1 1 2 150-

1 -1 3
5 2 1
0 1 -2
-1 -1 1

convert into

Reduced Row Eschelon Form...

Add (-5 * row1) to row2

1 -1 3
0 7 -14
0 1 -2
-1 -1 1


Add (1 * row1) to row4

1 -1 3
0 7 -14
0 1 -2
0 -2 4


Divide row2 by 7

1 -1 3
0 1 -2
0 1 -2
0 -2 4


Add (-1 * row2) to row3

1 -1 3
0 1 -2
0 0 0
0 -2 4


Add (2 * row2) to row4

1 -1 3
0 1 -2
0 0 0
0 0 0


Add (1 * row2) to row1

1 0 1
0 1 -2
0 0 0
0 0 0

reduced matrix is

01 -2

there are 2 pivot entry at first and second column

so basis of column space are

1 150

.

.

.

.

take transpose

A^T=\begin{pmatrix}1&5&0&-1\\ -1&2&1&-1\\ 3&1&-2&1\end{pmatrix}

1 5 0 -1
-1 2 1 -1
3 1 -2 1

convert into

Reduced Row Eschelon Form...

Add (1 * row1) to row2

1 5 0 -1
0 7 1 -2
3 1 -2 1


Add (-3 * row1) to row3

1 5 0 -1
0 7 1 -2
0 -14 -2 4


Divide row2 by 7

1 5 0 -1
0 1 1/7 -2/7
0 -14 -2 4


Add (14 * row2) to row3

1 5 0 -1
0 1 1/7 -2/7
0 0 0 0


Add (-5 * row2) to row1

1 0 -5/7 3/7
0 1 1/7 -2/7
0 0 0 0

reduced system is

\begin{pmatrix}1&0&-\frac{5}{7}&\frac{3}{7}\\ 0&1&\frac{1}{7}&-\frac{2}{7}\\ 0&0&0&0\end{pmatrix} \:\begin{pmatrix}x\\ y\\ z\\ w\end{pmatrix}=0

x-\frac{5}{7}z+\frac{3}{7}w=0...................x=\frac{5}{7}z-\frac{3}{7}w

y+\frac{1}{7}z-\frac{2}{7}w=0...................y=-\frac{1}{7}z+\frac{2}{7}w

y=y.........free

z=z.........free

.

general solution is

\begin{pmatrix}x\\ y\\ z\\ w\end{pmatrix}=\begin{pmatrix}\frac{5}{7}\\ -\frac{1}{7}\\ 1\\ 0\end{pmatrix}z+\begin{pmatrix}-\frac{3}{7}\\ \frac{2}{7}\\ 0\\ 1\end{pmatrix}w

.

basis of null space are

{\color{Red} \begin{pmatrix}\frac{5}{7}\\ -\frac{1}{7}\\ 1\\ 0\end{pmatrix},\:\begin{pmatrix}-\frac{3}{7}\\ \frac{2}{7}\\ 0\\ 1\end{pmatrix}}

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