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

In summary, the augmented matrix for the given system of equations is transformed into the following reduced echelon form:$$\left ( \begin{array}{cccc}1 & 0 & -2 & 0 \\0 & 1 & 0 & 0\\0 & 0 & -1/2 & 1\end{array}\right | \left . \begin{array}{c}5\\0\\-2 \end{array}\right )$$From this, we can see that x_1 and x_2 are basic variables, while x_3 and x_4 are free variables.
  • #1
amcgl064
2
0
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.
 
Physics news on Phys.org
  • #2
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.
 

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

What is a linear system?

A linear system is a group of equations with multiple variables that can be solved simultaneously to find a unique solution. In other words, it is a system of equations that can be represented by a straight line when graphed.

How do you solve a linear system?

To solve a linear system, you can use various methods such as substitution, elimination, or graphing. These methods involve manipulating the equations to eliminate variables and find the unique solution.

Why is solving a linear system important?

Solving a linear system is important in many fields of science and mathematics. It allows us to model and analyze real-world situations and make predictions based on the relationships between variables in the system.

What are some common applications of linear systems?

Linear systems are used in many fields such as physics, engineering, economics, and statistics. They can be used to solve optimization problems, model chemical reactions, predict population growth, and much more.

How can I check if my solution to a linear system is correct?

You can check your solution to a linear system by substituting the values into each equation and ensuring that they satisfy all the equations. Another method is to graph the equations and see if the solution point lies on all the lines.

Similar threads

Replies
2
Views
1K
Replies
1
Views
2K
Replies
2
Views
2K
Replies
9
Views
2K
Replies
7
Views
1K
Replies
2
Views
1K
Replies
15
Views
1K
Replies
3
Views
1K
Replies
4
Views
2K
Back
Top