How Do You Solve This Linear System and Identify Free and Basic Variables?

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SUMMARY

The discussion focuses on solving a linear system of equations and identifying free and basic variables. The equations provided are transformed into an augmented matrix, and various row operations are performed to achieve row echelon form. The final augmented matrix is confirmed as correct, leading to the conclusion that there are four unknowns and three equations, indicating the presence of free variables. The participants emphasize the importance of understanding the relationship between the number of equations and unknowns to classify variables accurately.

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  • Understanding of linear algebra concepts, specifically systems of equations
  • Familiarity with augmented matrix representation
  • Knowledge of row operations in matrix algebra
  • Ability to identify free and basic variables in a linear system
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Students and professionals in mathematics, engineering, and computer science who are working with linear algebra and need to solve systems of equations effectively.

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Find the general solution to the following system of equations and indicate which variables are free and which are basic.

x_1 + 4x_4 + 3 = x_2 + x_3
x_1 + 3x_4 + 1 = \frac{1}{2}x_3
x_1 + x_2 + 2x_4 = 1

Putting it in augmented matrix form to start we have:



1 -1 -1 4 | -3
1 0 -1/2 3 | -1
1 1 0 2 | 1

Now performing the following fundamental row operations:

R1<-->R2
R2+R3-->R2
-2R3+R2-->R2
-R3+R1-->R3
R2/-2
R2+R3-->R2
-3R3+R1-->R1

And finally I end with the augmented matrix:

1 0 -2 0 | 5
0 1 0 0 | 0
0 0 -1/2 1 |-2

Can someone please tell me if I got the correct matrix at the end and if so how do I determine which variables are free and which are basic?

Thank you.
 
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You were so close to getting the LaTeX - all you needed was a double-hash on each side of each line:

##x_1 + 4x_4 + 3 = x_2 + x_3##
##x_1 + 3x_4 + 1 = \frac{1}{2}x_3##
##x_1 + x_2 + 2x_4 = 1##

The secret is to think about what you know at each stage...
You have four unknowns and three equations - so what does that mean?

Putting it in augmented matrix form to start we have:

$$\left ( \begin{array}{cccc}
1 & -1 & -1 & 4 \\
2 & 0 & -1 & 6\\
1 & 1 & 0 & 2
\end{array}\right |
\left . \begin{array}{c}
-3\\-2\\1 \end{array}\right )$$
...I took the liberty of doubling row 2 to get rid of the annoying fraction.
The row-reductions to echelon form follows more easily:
Can someone please tell me if I got the correct matrix at the end...

R2 <--- R2-2R1; R3 <--- R3-R1
... does not lead to your matrix, no.
You want to check my working though.

I'll deal with the second question when you've done this.
 

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