Solve an Equation of Matrices Using Inversions

  • Thread starter BraedenP
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Hi Braeden! :smile:(just got up :zzz: …)Basically, addition is easy, but would something like this hold true?B+C=C+A therefore B=A or is it more complex than that?Yes.It doesn't work for multiplication of matrices, because multiplication isn't commutative (AB ≠ BA), but it works for addition, because addition is commutative (A + B = B + A).Okay, thanks! :D
  • #1
BraedenP
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Homework Statement


[tex](C-CB)^{-1}=B^{-1}E[/tex]

Solve the system for B, with the assumption that C,B, and (C-CB) are invertible.

Homework Equations



The rules for matrix invertibility (but I've already come to the conclusion that all matrices in this equation are invertible.

The Attempt at a Solution



I attempted to get a solution, but I don't think it's correct:

First I applied the inversion to everything inside the function:
[tex]C^{-1}-C^{-1}B^{-1}=B^{-1}E[/tex]

Then I multiplied both sides by E, to cancel out the inverse on the right side:
[tex]C^{-1}B-C^{-1}=E[/tex]

Then I moved the [tex]C^{-1}[/tex] term to the right-hand side:
[tex]C^{-1}B=E+C^{-1}[/tex]

Finally, I multiplied both sides by [tex]C^{-1}[/tex] to isolate X:
[tex]B=CE[/tex]

This is the solution I got to, but it doesn't seem right. Have I missed anything, made an error in an assumption or calculation, or have I taken a completely wrong direction?

Any help would be greatly appreciated!

Thanks,
Braeden
 
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  • #2
Hi Braeden! :smile:
BraedenP said:
First I applied the inversion to everything inside the function:

Nope! :redface:

1/(3 + 5) isn't 1/3 + 1/5, and it doesn't work for matrices either :wink:

(and btw, (CB)-1 = B-1C-1, not C-1B-1)

start again, and try multiplying by something :smile:
 
  • #3
in such questions, its better to use the rule that :- (A)(A^-1)=I (identity matrix)
 
  • #4
Okay.. Thanks, guys -- but for some reason I still can't get it. I can get answers, but none of them are what the solution says is the answer.

The solution first takes the inverse of everything, resulting in:

[tex](C-CB)=E^{-1}B[/tex]

They then somehow jump to:

[tex]C=(C+E^{-1})B[/tex]

That's the step I'm not sure about.. Could you explain that step?
 
  • #5
Hi Braeden! :smile:

it's ordinary algebra …

C - CB = E-1B

so C = CB + E-1B = (C + E-1)B :wink:
 
  • #6
tiny-tim said:
Hi Braeden! :smile:

it's ordinary algebra …

C - CB = E-1B

so C = CB + E-1B = (C + E-1)B :wink:

Oh! Okay.. I'm just confused about the operations that are allowed on matrices, and which ones aren't.

But that makes perfect sense! Then to isolate and solve for B I just take the inverse of both sides, right?
 
  • #7
Guys, let's change the same question a bit. find the solution where no inverse term appears.
 
  • #8
gau_physics said:
Guys, let's change the same question a bit. find the solution where no inverse term appears.

Okay, that just has me totally confused... I don't even know where to begin to now remove the [tex]E^{-1}[/tex] term... I could get it out of the right-hand side, but then I'm going to have CE on the left-hand side..
 
  • #9
C=(C + E^-1)B

C=C.B + E^-1.B

C(1-B)=E^-1.B

Multiplying both sides by E^-1 ;
EC(1-B)=B

Is it right ?
 
  • #10
Also remember C.E and E.C are not the same.
 
  • #11
Its better Braeden that you keep a list of all algebraic operations on matrices and formulae on a page while solving coz matrix algebra is confusing
 
  • #12
gau_physics said:
C=(C + E^-1)B

C=C.B + E^-1.B

C(1-B)=E^-1.B

Multiplying both sides by E^-1 ;
EC(1-B)=B

Is it right ?

Okay, that's right, but it still doesn't solve for B.. In order to isolate B, I will need an inverse, won't I?

gau_physics said:
Its better Braeden that you keep a list of all algebraic operations on matrices and formulae on a page while solving coz matrix algebra is confusing
And yeah.. Our textbook doesn't provide a concrete list of allowed operations and rules regarding the operations, so I've been scraping it off of websites and stuff, which could be adding to my confusion.
 
  • #13
Hi Braeden! :smile:

Looking back, it occurs to me that this was wrong …
BraedenP said:
The solution first takes the inverse of everything, resulting in:

[tex](C-CB)=E^{-1}B[/tex]

… because the question does not tell you that E is invertible (ie, we're not told that E-1 exists, we'll have to prove that later).

Start again with the original (C - CB)-1 = B-1E,

and get rid of the two inverses by multiplying them out.
BraedenP said:
.. Our textbook doesn't provide a concrete list of allowed operations and rules regarding the operations, so I've been scraping it off of websites and stuff, which could be adding to my confusion.

Matrices have the usual rules for addition and multiplication, including use of brackets.

They don't have division … you can't divide by a matrix (though, if its inverse exists, you can of course multiply by that inverse, which has the same effect :wink:).
 
  • #14
Oh, sorry.. I forgot to mention that, in the previous question, we were asked to first prove that [tex]E^{-1}[/tex] is, in fact, invertible.

And yeah.. I used your method to reach the answer. It worked perfectly! Thanks!

Also, regarding the arithmetic rules:

Basically, addition is easy, but would something like this hold true?

B+C=C+A therefore B=A or is it more complex than that?

Thanks again for all of your help -- I appreciate it!
 
  • #15
Hi Braeden! :smile:

(just got up :zzz: …)
BraedenP said:
Basically, addition is easy, but would something like this hold true?

B+C=C+A therefore B=A or is it more complex than that?

Yes.

It doesn't work for multiplication of matrices, because multiplication isn't commutative (AB ≠ BA), but it works for addition, because addition is commutative (A + B = B + A).
 

1. How do you solve an equation of matrices using inversions?

To solve an equation of matrices using inversions, you need to follow these steps:

  • First, write the equation in the form of Ax = b, where A is the coefficient matrix, x is the variable matrix, and b is the result matrix.
  • Next, find the inverse of matrix A by using the formula A-1 = 1/det(A) * adj(A), where det(A) is the determinant of matrix A and adj(A) is the adjugate matrix of A.
  • Then, multiply both sides of the equation by A-1 to isolate the variable matrix x.
  • Finally, calculate the values of x by solving the resulting equation x = A-1b.

2. Why is inversion used to solve equations of matrices?

Inversion is used to solve equations of matrices because it allows us to find the solution of a system of linear equations without having to perform tedious calculations such as Gaussian elimination. By finding the inverse of a matrix, we can easily isolate the variable matrix and solve for its values.

3. Can all equations of matrices be solved using inversions?

No, not all equations of matrices can be solved using inversions. In order for a matrix to be invertible, it must have a non-zero determinant. If the determinant is zero, the matrix is singular and its inverse does not exist. Therefore, equations involving singular matrices cannot be solved using inversions.

4. What happens if the inverse of a matrix cannot be found?

If the inverse of a matrix cannot be found, it means that the matrix is singular and does not have a unique solution. This could happen when the determinant of the matrix is zero, or when the matrix is not square. In this case, the equation of matrices cannot be solved using inversions and other methods, such as Gaussian elimination, must be used.

5. Can inversion be used to solve equations of non-linear matrices?

No, inversion can only be used to solve equations of linear matrices. Non-linear matrices involve non-linear operations such as multiplication, division, and exponentiation, which cannot be solved by finding the inverse. In these cases, other methods such as substitution or elimination must be used to solve the equations.

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