Find the complete solution to Ax = b, b = (-1,0,1)

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SUMMARY

The discussion focuses on solving the equation Ax = b, where b = (-1, 0, 1), using reduced-row echelon form and matrix multiplication procedures. The row reduction process leads to an augmented matrix that reveals a relationship among the variables b1, b2, and b3, specifically the equation -1/4*b1 + 1/2*b2 - 1/4*b3 = 0. This indicates that the solution set has a dimension of 2, allowing for two arbitrary choices among the variables b1, b2, and b3. The conclusion emphasizes the importance of understanding the implications of the last row in the reduced matrix for determining the solution space.

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Homework Statement


Find the complete solution to Ax = b for b = (-1,0,1).

Homework Equations


Reduced-row echelon form procedure.
Matrix multiplication procedure.

The Attempt at a Solution


I have no idea what is being done in the solution attached (other than the reduced-row echelon and matrix multiplication procedures).

If someone could help me understand what the attached solution is saying, I would very much appreciate it!
 

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The row reduction gives
\begin{bmatrix}1 & 2 & 3 & 4 & b_1 \\ 0 & 1 & 2 & 3 & \frac{3}{2}b_1-\frac{1}{2}b_2 \\ 0 & 0 & 0 & 0 & -\frac{1}{4}b_1+ \frac{1}{2}b_2- \frac{1}{4}b_3 \end{bmatrix}.

That last line is equivalent to
0b_1+ 0b_2+ 0b_3= -\frac{1}{4}b_1+ \frac{1}{2}b_2- \frac{1}{4}b_3
The left side is clearly 0 for any b_1, b_2, b_3 so, in order for this equation to be true, the right side must also be 0: -\frac{1}{4}b_1+ \frac{1}{2}b_2- \frac{1}{4}b_3= 0. Since we could choose any values for two of b_1, b_2, b_3 and solve that equation for the other, the solution set had dimension 2.
 
Last edited by a moderator:
HallsofIvy said:
The row reduction gives
\begin{bmatrix}1 & 2 & 3 & 4 & b_1 \\ 0 & 1 & 2 & 3 & \frac{3}{2}b_1-\frac{1}{2}b_2 \\ 0 & 0 & 0 & 0 & -\frac{1}{4}b_1+ \frac{1}{2}b_2- \frac{1}{4}b_3 \end{bmatrix}.

That last line is equivalent to
0b_1+ 0b_2+ 0b_3= -\frac{1}{4}b_1+ \frac{1}{2}b_2- \frac{1}{4}b_3
The left side shouldn't be in terms of b1, etc.

The last line in the augmented matrix above represents ##0x_1 + 0x_2 + 0x_3 + 0x_4 = -\frac{1}{4}b_1+ \frac{1}{2}b_2- \frac{1}{4}b_3##
As stated below, the left side is identically zero for any choices of ##x_1, x_2, x_3, x_4##, which means that the right side must be zero. Since we have one equation (##-\frac{1}{4}b_1+ \frac{1}{2}b_2- \frac{1}{4}b_3 = 0##) in three variables, two of the variables are arbitrary, which gives us a solution space of dimension 2.
HallsofIvy said:
The left side is clearly 0 for any b_1, b_2, b_3 so, in order for this equation to be true, the right side must also be 0: -\frac{1}{4}b_1+ \frac{1}{2}b_2- \frac{1}{4}b_3= 0. Since we could choose any values for two of b_1, b_2, b_3 and solve that equation for the other, the solution set had dimension 2.
 

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