Solve an Equation of Matrices Using Inversions

  • Thread starter Thread starter BraedenP
  • Start date Start date
  • Tags Tags
    Matrices
Click For Summary
SUMMARY

The forum discussion centers on solving the matrix equation (C-CB)^{-1}=B^{-1}E, with the assumption that matrices C, B, and (C-CB) are invertible. The user, Braeden, initially misapplies matrix inversion rules, leading to incorrect conclusions. The correct approach involves recognizing that (C-CB)=E^{-1}B and manipulating the equation to isolate B. The discussion emphasizes the importance of understanding matrix operations and the conditions for invertibility, particularly regarding matrix E.

PREREQUISITES
  • Matrix algebra fundamentals
  • Understanding of matrix inversion
  • Knowledge of commutative and non-commutative properties of matrix operations
  • Familiarity with the concept of invertible matrices
NEXT STEPS
  • Study the properties of matrix inverses, specifically for non-square matrices
  • Learn about the implications of matrix multiplication and its non-commutative nature
  • Explore the conditions under which a matrix is invertible, focusing on determinants
  • Practice solving matrix equations using different methods, including substitution and elimination
USEFUL FOR

Students and educators in linear algebra, mathematicians dealing with matrix equations, and anyone looking to deepen their understanding of matrix operations and their applications in solving equations.

BraedenP
Messages
94
Reaction score
0

Homework Statement


(C-CB)^{-1}=B^{-1}E

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:
C^{-1}-C^{-1}B^{-1}=B^{-1}E

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

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

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

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
 
Physics news on Phys.org
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:
 
in such questions, its better to use the rule that :- (A)(A^-1)=I (identity matrix)
 
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:

(C-CB)=E^{-1}B

They then somehow jump to:

C=(C+E^{-1})B

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

it's ordinary algebra …

C - CB = E-1B

so C = CB + E-1B = (C + E-1)B :wink:
 
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?
 
Guys, let's change the same question a bit. find the solution where no inverse term appears.
 
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 E^{-1} term... I could get it out of the right-hand side, but then I'm going to have CE on the left-hand side..
 
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:

(C-CB)=E^{-1}B

… 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 E^{-1} 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).
 

Similar threads

  • · Replies 69 ·
3
Replies
69
Views
10K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 21 ·
Replies
21
Views
3K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 15 ·
Replies
15
Views
4K
  • · Replies 25 ·
Replies
25
Views
3K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 7 ·
Replies
7
Views
3K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 9 ·
Replies
9
Views
3K