Solving Matrix Equations: Inverse of nxn (n=2)

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SUMMARY

This discussion focuses on solving matrix equations, specifically the inverse of a 2x2 square matrix. Participants clarify the distinction between associative and commutative properties of matrix multiplication, emphasizing that while multiplication is associative, it is not commutative. The correct formulation for the equation is established as A = BCB-1, derived from the equation B-1AB = C. The importance of maintaining the order of multiplication on both sides of an equation is highlighted as a critical aspect of solving matrix equations.

PREREQUISITES
  • Understanding of matrix operations, specifically matrix multiplication
  • Familiarity with the concept of matrix inverses
  • Knowledge of associative and commutative properties in mathematics
  • Basic algebraic manipulation of equations involving matrices
NEXT STEPS
  • Study the properties of matrix multiplication in detail
  • Learn how to compute the inverse of a 2x2 matrix using specific formulas
  • Explore the implications of non-commutativity in matrix equations
  • Practice solving various matrix equations to reinforce understanding
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Students studying linear algebra, mathematicians, and anyone involved in solving matrix equations, particularly those focusing on the properties of 2x2 matrices.

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Homework Statement


ef19e041d3.png


Homework Equations


Inverse of an (nxn) (n=2 only) square matrix:
2d95cc5b65.png

The Attempt at a Solution



c318f161da.jpg


The answer provided in the solutions does the exact same thing except, where my ?? are. It does A = BCB^-1. Where as I do A = CBB^-1. When I was doing this question I was wondering the same thing. I know matrix multiplication isn't associative( AB isn't equal to BA), so how do I know which way to form the equations? I mean how am I meant to know whether its meant to be A=CBB^-1 or BCB^-1?[/B]
 
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DiamondV said:

Homework Statement


ef19e041d3.png


Homework Equations


Inverse of an (nxn) (n=2 only) square matrix:
2d95cc5b65.png

The Attempt at a Solution



c318f161da.jpg


The answer provided in the solutions does the exact same thing except, where my ?? are. It does A = BCB^-1. Where as I do A = CBB^-1. When I was doing this question I was wondering the same thing. I know matrix multiplication isn't associative( AB isn't equal to BA), so how do I know which way to form the equations? I mean how am I meant to know whether its meant to be A=CBB^-1 or BCB^-1?[/B]
Matrix multiplication is associative. You probably meant to write that matrix multiplication isn't commutative.

Since matrix multiplication isn't commutative, when you multiply one side of an equation to the left, you must multiply the other side of the equation to the left as well. Same for multiplying to the right.
So if ##X=Y##, then ##AX=AY## and ##XA=YA##, but not necessarily ##XA=AY##.
(Here ##X,\ Y, \ A## are square matrices of the same dimension.)

Now in your case: apply this rule to ##B^{-1}AB=C## to get ##A=BCB^{-1}##.
 
Samy_A said:
Matrix multiplication is associative. You probably meant to write that matrix multiplication isn't commutative.

Since matrix multiplication isn't commutative, when you multiply one side of an equation to the left, you must multiply the other side of the equation to the left as well. Same for multiplying to the right.
So if ##X=Y##, then ##AX=AY## and ##XA=YA##, but not necessarily ##XA=AY##.
(Here ##X,\ Y, \ A## are square matrices of the same dimension.)

Now in your case: apply this rule to ##B^{-1}AB=C## to get ##A=BCB^{-1}##.
Ah. so essentially whatever order they are in the at the left is the same order they get applied to on the right?
 
DiamondV said:
Ah. so essentially whatever order they are in the at the left is the same order they get applied to on the right?

No: they do not have the same order on the two sides.Look again, carefully.
 
Ray Vickson said:
No: they do not have the same order on the two sides.Look again, carefully.

Not understanding it completely. So say if I multiply the left side by some variable X and I put it to the left of whatever is already there, I have to do the same to the right? like say A=C, would be XA = XC?
 
DiamondV said:
Not understanding it completely. So say if I multiply the left side by some variable X and I put it to the left of whatever is already there, I have to do the same to the right? like say A=C, would be XA = XC?
Yes, this is correct. If A=C, then XA=XC.

Your previous post was ambiguous.
 
Samy_A said:
Yes, this is correct. If A=C, then XA=XC.

Your previous post was ambiguous.
Ah. Thanks a lot!
 
You are given that B^{-1}AB= C. Knowing that matrix multiplication is not commutative, get rid of the "B^{-1}" on the left by multiplying, by B, on both sides on the left: B(B^{1}AB)= BC. Because matrix multiplication is "associative" that is the same as (BB^{-1})AB= AB= BC. And to get rid of the "B" or the right, multiply on both sides by B^{-1} on the right to get (AB)B^{-1}=A(BB^{-1})= A= BCB^{-1}. It's just a matter of keeping track of which side you are on!
 

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