Finding unknown matrix a, when aB=C

  • Thread starter forrestm
  • Start date
  • Tags
    Matrix
In summary, to find the matrix a when aB=C, where B and C are known 2x1 matrices and a is an unknown symmetrical 2x2 matrix, you can take a to be a 2x2 matrix and solve for the linear equations aB=C. However, since a 2x1 matrix is not invertible, there are infinitely many solutions to this problem. Considering the fact that a is symmetric does not change the outcome.
  • #1
forrestm
3
0
[SOLVED] Finding unknown matrix a, when aB=C

Homework Statement


I know that aB=C, and want to find the matrix a.
B and C are known 2x1 matrices.
a is an unknown symmetrical 2x2 matrix.

This seams like something fairly simple.

--> Can someone point me in the right direction?


Homework Equations



--

The Attempt at a Solution



--
 
Physics news on Phys.org
  • #2
let's say:

[tex]
B = \begin{bmatrix}
1 \\
3 \\
\end{bmatrix}
[/tex]

and
[tex]
C = \begin{bmatrix}
4 \\
6 \\
\end{bmatrix}
[/tex]

then, take 'a' to be:

[tex]
a = \begin{bmatrix}
a & b \\
c & d \\
\end{bmatrix}
[/tex]

Multiply with 'B' to get:

[tex]
aB = \begin{bmatrix}
a + 3b \\
c + 3d \\
\end{bmatrix}
[/tex]

Equate it with 'C' to get the following linear equations:

[tex]
\begin{bmatrix}
a + 3b \\
c + 3d \\
\end{bmatrix} =
\begin{bmatrix}
4 \\
6 \\
\end{bmatrix}
[/tex]

as you can see.. there are infinitely many such matrices possible. Put in any values of 'a' and 'c' and the corresponding values of 'b' and 'd' to get one such matrix.
 
Last edited:
  • Like
Likes CynicusRex
  • #3
Are you sure? Either you're right and my math problem is wrong, or I haven't represented the matrix dimensions properly.

a = 2x2
|xx|
|xx|

B = 2x1
|x|
|x|
C = 2x1
|x|
|x|Anyway.. would this method work?
a.B = C
a.B.B^-1 = c.B^-1
a = c.B^-1

edit: No it wouldn't. a 2x1 matrix is not invertible.
 
Last edited:
  • #4
rohanprabhu said:
let's say:

[tex]
B = \begin{bmatrix}
1 \\
3 \\
\end{bmatrix}
[/tex]

and
[tex]
C = \begin{bmatrix}
4 \\
6 \\
\end{bmatrix}
[/tex]

then, take 'a' to be:

[tex]
a = \begin{bmatrix}
a & b \\
c & d \\
\end{bmatrix}
[/tex]

Multiply with 'B' to get:

[tex]
aB = \begin{bmatrix}
a + 3b \\
c + 3d \\
\end{bmatrix}
[/tex]

Equate it with 'C' to get the following linear equations:

[tex]
\begin{bmatrix}
a + 3b \\
c + 3d \\
\end{bmatrix} =
\begin{bmatrix}
4 \\
6 \\
\end{bmatrix}
[/tex]

as you can see.. there are infinitely many such matrices possible. Put in any values of 'a' and 'c' and the corresponding values of 'b' and 'd' to get one such matrix.

Thanks
That certainly helped.

Considering the fact that a is symmetric, would your outcome be any different?
 
  • #5
forrestm said:
Are you sure? Either you're right and my math problem is wrong, or I haven't represented the matrix dimensions properly.

well.. sorry for that.. i first got confused over it. Anyways, I've edited my post as you can see :D

forrestm said:
edit: No it wouldn't. a 2x1 matrix is not invertible.

yes.. this is also the reason why there are infinite solutions to this problem. Because a property of matrices is that if a given matrix is invertible, then it has a unique inverse.

forrestm said:
Considering the fact that a is symmetric, would your outcome be any different?

i didn't get what u are trying to say...
 

FAQ: Finding unknown matrix a, when aB=C

1. What is the purpose of finding an unknown matrix a when aB = C?

Finding the unknown matrix a is essential in solving for the unknown variables in a system of linear equations. It allows us to manipulate and transform the given equations to solve for the unknown values.

2. How do you solve for the unknown matrix a when aB = C?

To solve for the unknown matrix a, we can use the inverse of matrix B and multiply it to both sides of the equation. This will isolate matrix a on one side and give us the solution.

3. What are the steps involved in finding the unknown matrix a?

The steps involved in finding the unknown matrix a when aB = C are:

  1. Write out the given equation in matrix form.
  2. Calculate the inverse of matrix B.
  3. Multiply the inverse of matrix B to both sides of the equation.
  4. Simplify the equation to isolate matrix a.
  5. Verify the solution by substituting the calculated value of a into the original equation.

4. Can you provide an example of finding the unknown matrix a?

Yes, for example, if we have the equation aB = C, where B = [2 3; 1 4] and C = [5 6; 7 8], we can follow the steps to find the unknown matrix a. After calculating the inverse of B, we get [4/5 -3/5; -1/5 2/5]. Multiplying this to both sides of the equation, we get a = [14/5 -6/5; 1/5 2/5]. We can verify this solution by substituting it into the original equation and getting the correct result of C = [5 6; 7 8].

5. How is finding the unknown matrix a related to real-world applications?

Finding the unknown matrix a has many real-world applications, particularly in engineering and physics. It allows us to model and solve complex systems of equations, such as in circuit analysis or predicting the motion of objects. It also has applications in data analysis and machine learning, where matrices are used to represent and manipulate large datasets for various purposes.

Similar threads

Replies
69
Views
4K
Replies
13
Views
2K
Replies
2
Views
1K
Replies
2
Views
11K
Replies
27
Views
2K
Replies
1
Views
1K
Replies
15
Views
4K
Replies
8
Views
2K
Back
Top