Proving Similarity of Matrices

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SUMMARY

This discussion focuses on proving the similarity of matrices using the relationship A = PBP-1. Given that matrix A is similar to matrix B and matrix B is similar to matrix C, the goal is to demonstrate that A is also similar to C. The key conclusion is that if A = PBP-1 and B = QCQ-1, then A can be expressed as A = (PQ)C(PQ)-1, where R = PQ serves as the invertible matrix that establishes the similarity between A and C.

PREREQUISITES
  • Understanding of matrix similarity and the definition of similar matrices.
  • Familiarity with invertible matrices and their properties.
  • Knowledge of matrix multiplication and its associative property.
  • Basic concepts of determinants and their significance in matrix theory.
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  • Study the properties of similar matrices in linear algebra.
  • Learn about the implications of matrix determinants in proving similarity.
  • Explore the concept of invertible matrices and their role in matrix transformations.
  • Investigate the associative property of matrix multiplication and its applications.
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Students and professionals in mathematics, particularly those studying linear algebra, matrix theory, and anyone involved in mathematical proofs related to matrix similarity.

cheunchoi
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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?
 
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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?
 
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.
 
"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)?
 
It will be helpfull to know that Q-1P-1= (PQ)-1!
 
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?
 
You need to find R^-1.
 
Thanks a lot guys! I got it now =)
 

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