Proving Similarity of Matrices

  • Thread starter cheunchoi
  • Start date
  • Tags
    Matrices
In summary, the conversation is about proving the similarity of two matrices, A and C, using the given information that A is similar to B and B is similar to C. The participants discuss the properties of matrix similarity and determine that A and C must have the same size and determinant. They also mention the use of invertible matrices to prove similarity. Finally, they conclude that to prove A is similar to C, they need to find R^-1 where R = PQ from the equation A = PQCP^-1Q^-1.
  • #1
cheunchoi
4
0
Hey,
i'm having trouble proving how two matrices are similar using:
A = PBP^-1

Given:
A is similar to B
And B is similar to C

Prove that A is Similar to C?

A = PBP^-1
B = PCP^-1

so i.e. A = PPCP^-1P^-1 ... ?

Can anyone help me?
 
Physics news on Phys.org
  • #2
cheunchoi said:
Hey,
i'm having trouble proving how two matrices are similar using:
A = PBP^-1

Given:
A is similar to B
And B is similar to C

Prove that A is Similar to C?

A = PBP^-1
B = PCP^-1

so i.e. A = PPCP^-1P^-1 ... ?

Can anyone help me?

You have the right idea.

If "A is similar to B" means A = PBP^-1 ,
does "B is similar to C" mean B = PCP^-1 ? Or is that asking a little too much?

In light of the last question, what would "A is Similar to C" mean?

Is there some property of matrix multiplication that would be useful here?
 
  • #3
Are you referring to the determinant?

So you're saying i can't apply the same formula for B is similar to C to give
B = PCP^-1?

I think A is similar to C means the size of both the matrix are the same. The numbers are arranged in such a way that their determinants are the same.
 
  • #4
"A is similar to B" means "there exists an invertible square matrix P such that A = PBP^-1".

"B is similar to C" means "there exists an invertible square matrix Q such that B = QCQ^-1". (It need not be that P=Q... since this sentence knows nothing about A!)

What would "A is similar to C" mean (without referencing the previous two statements)?
 
  • #5
It will be helpfull to know that Q-1P-1= (PQ)-1!
 
  • #6
A similar to C is

A = RCR^-1 ?

Where R = PQ, from A = PQCP^-1Q^-1 ?

and to prove that, all i need to do is find R?
 
  • #7
You need to find R^-1.
 
  • #8
Thanks a lot guys! I got it now =)
 

FAQ: Proving Similarity of Matrices

What does it mean for two matrices to be similar?

Two matrices are considered similar if they have the same size and their corresponding entries have a similar relationship to each other. This means that one matrix can be transformed into the other by a combination of elementary row and column operations, such as scaling, swapping, and adding rows or columns.

How do you prove that two matrices are similar?

To prove that two matrices are similar, you must first show that they have the same size. Then, you can use the similarity transformation method, where you find a matrix P that, when multiplied by one of the matrices, results in the other matrix. If such a matrix P exists, then the two matrices are similar.

Can two matrices with different entries be similar?

No, for two matrices to be similar, they must have the same size and their entries must have a similar relationship to each other. This means that if the entries are different, the matrices cannot be similar.

Are similar matrices always equal?

No, similar matrices are not always equal. Two matrices can be similar, but have different entries. This is because similarity is based on the relationship between the entries, not the actual values of the entries.

Why is proving similarity between matrices important?

Proving similarity between matrices is important because it helps you understand the relationship between two matrices. It also allows you to use the properties of one matrix to solve problems involving the other matrix, making calculations and manipulations easier.

Similar threads

Replies
1
Views
2K
Replies
69
Views
5K
Replies
25
Views
2K
Replies
9
Views
2K
Replies
5
Views
2K
Replies
18
Views
2K
Back
Top