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

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In summary, the attached solution is giving a solution set for an equation in two variables, with one equation in three variables.
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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
[tex]\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}[/tex].

That last line is equivalent to
[tex]0b_1+ 0b_2+ 0b_3= -\frac{1}{4}b_1+ \frac{1}{2}b_2- \frac{1}{4}b_3[/tex]
The left side is clearly 0 for any [itex]b_1[/itex], [itex]b_2[/itex], [itex]b_3[/itex] so, in order for this equation to be true, the right side must also be 0: [itex]-\frac{1}{4}b_1+ \frac{1}{2}b_2- \frac{1}{4}b_3= 0[/itex]. Since we could choose any values for two of [itex]b_1[/itex], [itex]b_2[/itex], [itex]b_3[/itex] and solve that equation for the other, the solution set had dimension 2.
 
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  • #3
HallsofIvy said:
The row reduction gives
[tex]\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}[/tex].

That last line is equivalent to
[tex]0b_1+ 0b_2+ 0b_3= -\frac{1}{4}b_1+ \frac{1}{2}b_2- \frac{1}{4}b_3[/tex]
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 [itex]b_1[/itex], [itex]b_2[/itex], [itex]b_3[/itex] so, in order for this equation to be true, the right side must also be 0: [itex]-\frac{1}{4}b_1+ \frac{1}{2}b_2- \frac{1}{4}b_3= 0[/itex]. Since we could choose any values for two of [itex]b_1[/itex], [itex]b_2[/itex], [itex]b_3[/itex] and solve that equation for the other, the solution set had dimension 2.
 

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

1. What is the purpose of finding the complete solution to Ax = b?

The purpose of finding the complete solution to Ax = b is to determine the values of the variables in the equation that satisfy the equation and make it true. This solution is also known as the "solution set" or the set of all possible solutions to the equation.

2. How is the complete solution to Ax = b calculated?

The complete solution to Ax = b is calculated by using the inverse of the coefficient matrix A to isolate the variable vector x. This is done by multiplying both sides of the equation by A-1 to get x = A-1b.

3. What does the vector b = (-1,0,1) represent in the equation Ax = b?

The vector b = (-1,0,1) represents the constant terms in the equation Ax = b. In other words, it represents the values on the right side of the equal sign that the equation must balance out with the values on the left side in order to be a complete solution.

4. Can there be more than one complete solution to Ax = b?

Yes, there can be more than one complete solution to Ax = b. This is because there may be different combinations of values for the variables in the equation that satisfy the equation and make it true. The complete solution set will contain all possible solutions.

5. How is the complete solution to Ax = b represented?

The complete solution to Ax = b is represented as a vector x = (x1, x2, ..., xn) where n represents the number of variables in the equation. Each value in the vector represents the value of the corresponding variable that makes the equation true.

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