Solving Matrix Vector Equation

In summary: OK! Thank you I understand. I seriously love this forum. University profs go to fast, it helps having like a online tutor! Thanks again!
  • #1
Gurvir
19
0

Homework Statement



Matrix.jpg


Homework Equations


None

The Attempt at a Solution


Well I am pretty sure you just put it into a matrix and solve in row echelon form. So I tried it.

1 -1 -1 0
2 1 7 0
1 2 9 0

r2 = r2 - 2r1
r3 = r3 - r1

1 -1 -1 0
0 3 9 0
0 3 10 0

r3 = r3 - r2

1 -1 -1 0
0 3 9 0
0 0 1 0

r2 = r2 - 9r3

1 -1 -1 0
0 3 0 0
0 0 1 0

r2 = r2/3
r1 = r1 + r3

1 -1 0 0
0 1 0 0
0 0 1 0

r1 = r1 + r2

1 0 0 0
0 1 0 0
0 0 1 0

But that means a = 0, b = 0, and c = 0?
Edit: Oh, it asks if they are linearly independent, I am pretty sure they are not because it cannot equal zero, is there a easier way to figure this out or should I have noticed that because the answer was 0 from the beginning. But I am pretty sure you still have to show work. /editI do not have an answer for this equation solved so that is why I need to check. I don't even know if I am doing this correct at all, so if I am not, please advice me because I have a quiz tomorrow. Thanks in advance.
 
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  • #2
If the only solution is a=b=c=0, then they ARE linearly independent. I didn't check your derivation in detail but I know that's the correct conclusion. You have shown they are linearly independent.
 
  • #3
Dick said:
If the only solution is a=b=c=0, then they ARE linearly independent. I didn't check your derivation in detail but I know that's the correct conclusion. You have shown they are linearly independent.

So they are linearly independent if a = b = c = 0?

I thought it was not suppose to equal zero like the determinant or whatever it is called det A. When A doesn't equal 0, it is not or is it linearly independent? Or does this have nothing to do with this?
 
  • #4
Gurvir said:
So they are linearly independent if a = b = c = 0?

I thought it was not suppose to equal zero like the determinant or whatever it is called det A. When A doesn't equal 0, it is not or is it linearly independent? Or does this have nothing to do with this?

If det(A) isn't zero, then they are linearly independent. If you can prove that a=b=c=0 then they are also linearly independent. Both work fine. You did the second.
 
  • #5
Dick said:
If det(A) isn't zero, then they are linearly independent. If you can prove that a=b=c=0 then they are also linearly independent. Both work fine. You did the second.

OK! Thank you I understand. I seriously love this forum. University profs go to fast, it helps having like a online tutor! Thanks again!
 
  • #6
Gurvir said:
So they are linearly independent if a = b = c = 0?
They are linearly independent if that is the only solution for the constants. For three vectors that are linearly dependent, that will be one solution, but there will be many more where not all of the constants are zero.
 

FAQ: Solving Matrix Vector Equation

1. What is a matrix vector equation?

A matrix vector equation is a mathematical expression in which a matrix is multiplied by a vector to produce another vector. It is represented as Ax = b, where A is the matrix, x is the vector, and b is the resulting vector.

2. How do you solve a matrix vector equation?

To solve a matrix vector equation, you can use the Gaussian elimination method or matrix inversion to find the values of x that satisfy the equation. Alternatively, you can use software such as MATLAB or Python to solve the equation.

3. What are the applications of solving matrix vector equations?

Solving matrix vector equations is used in a variety of fields, including engineering, physics, economics, and computer science. It is used to solve systems of linear equations and to model and analyze complex systems.

4. What are some common errors when solving matrix vector equations?

Some common errors when solving matrix vector equations include mistakes in matrix multiplication, incorrect use of matrix inversion, and failure to consider the dimensions of the matrices and vectors involved. It is important to double check calculations and ensure that all operations are performed correctly.

5. Is there a specific order in which matrix vector equations should be solved?

Yes, there is a specific order in which matrix vector equations should be solved. First, perform any operations within parentheses, then multiply/divide from left to right, and finally add/subtract from left to right. It is important to follow the order of operations to ensure the correct solution is obtained.

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