Linear Equations Solutions: Augmented Matrix and Unknown Variables

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The discussion focuses on solving a system of linear equations represented by an augmented matrix, leading to the general solution for the variables x, y, z, u, and v. The solution is expressed as (x, y, z, u, v) = (-4 + 3s + 2t, s, 3 - t, t, -1), where s and t are free variables. Participants clarify that u and y can be treated as arbitrary, allowing for flexibility in the solution process. The distinction between basic variables (x, z, v) and free variables (y, u) is emphasized. This approach is validated as a standard method in linear algebra for finding solutions to such systems.
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The augmented matrix of a system of linear equations in the unknowns x, y, z, u and v, has the form
\left(\begin{array}{ccccc|c}<br /> 1 &amp; -3 &amp; 1 &amp; -1 &amp; 0 &amp; -1\\<br /> 0 &amp; 0 &amp; 1 &amp; 1 &amp; 2 &amp; 1\\<br /> 0 &amp; 0 &amp; 0 &amp; 0 &amp; 1 &amp; -1\\<br /> 0 &amp; 0 &amp; 0 &amp; 0 &amp; 0 &amp; 0<br /> \end{array}<br /> \right)
Write down all solutions of the system.

The answer to this is (x, y, z, u, v) = (-4 + 3s + 2t, s, 3 - t, t, -1)


I have:
v = -1
u = 1 - 2v - z = 3 - z
z = 1 - 2v - u = 3 - u
-3y = -4 + 2t - x
x = -4 + 2t + 3y

Now, I can see that they just went ahead and made u and y arbitrary. It is perfectly fine to do that?

I'm thinking that we can allow u = t because at that point we do not know what z is; and when we solve for y we do not know what x is. Am I right in thinking that?
 
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Yeah you can do that . The basic variables are x, z , v. The free variables are y, u. If we let y = s and u = t then the solution is:

\left(\begin{array}{c}<br /> -4+3s+2t\\<br /> s\\<br /> 3-t\\<br /> t\\<br /> -1\\<br /> \end{array}<br /> \right) = \left(\begin{array}{c}<br /> -4\\<br /> 0\\<br /> 3\\<br /> 0\\<br /> -1\\<br /> \end{array}<br /> \right) + s\left(\begin{array}{c}<br /> 3\\<br /> 1\\<br /> 0\\<br /> 0\\<br /> 0\\<br /> \end{array}<br /> \right) + t \left(\begin{array}{c}<br /> 2\\<br /> 0\\<br /> -1\\<br /> 1\\<br /> 0\\<br /> \end{array}<br /> \right)
 
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