Linear Equations Solutions: Augmented Matrix and Unknown Variables

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SUMMARY

The discussion focuses on solving a system of linear equations using an augmented matrix representation. The augmented matrix provided is structured for five variables: x, y, z, u, and v. The solutions are expressed in terms of free variables, specifically y and u, allowing for arbitrary values. The final solution is presented as a linear combination of specific vectors, confirming the validity of treating u and y as free variables in this context.

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Students and professionals in mathematics, particularly those studying linear algebra, as well as educators looking to enhance their understanding of systems of equations and matrix solutions.

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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
[tex]\left(\begin{array}{ccccc|c}<br /> 1 & -3 & 1 & -1 & 0 & -1\\<br /> 0 & 0 & 1 & 1 & 2 & 1\\<br /> 0 & 0 & 0 & 0 & 1 & -1\\<br /> 0 & 0 & 0 & 0 & 0 & 0<br /> \end{array}<br /> \right)[/tex]
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 [tex]x, z , v[/tex]. The free variables are [tex]y, u[/tex]. If we let [tex]y = s[/tex] and [tex]u = t[/tex] then the solution is:

[tex]\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)[/tex]
 
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