Determinants and diagonalizable matrices

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SUMMARY

The discussion centers on proving that for an invertible matrix P and any matrix A, the determinant relationship holds: det(A) = det(P^-1 AP). Participants clarify that using the identity det(AB) = det(A)det(B) is valid, and they emphasize the importance of understanding that P diagonalizes A. A counterexample is sought to illustrate cases where P^-1 AP is not diagonal, but it is noted that if P diagonalizes A, the proof simplifies significantly.

PREREQUISITES
  • Understanding of matrix determinants and properties
  • Familiarity with invertible matrices and diagonalization
  • Knowledge of linear algebra concepts, particularly matrix multiplication
  • Experience with proving mathematical identities in linear algebra
NEXT STEPS
  • Study the properties of matrix diagonalization in linear algebra
  • Learn about the implications of the determinant in relation to invertible matrices
  • Research counterexamples in linear algebra to understand exceptions to standard rules
  • Explore the concept of similarity transformations in matrix theory
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Students of linear algebra, mathematicians focusing on matrix theory, and educators teaching concepts of determinants and diagonalization.

Jennifer1990
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Homework Statement


Let P be an invertible nxn matrix. Prove that det(A) = det(P^-1 AP)


Homework Equations


none


The Attempt at a Solution


P^-1 AP gives me a diagonal matrix so to find the determinant , i just multiply the entry in the diagonal. However, i don't understand why P^-1 AP gives such a matrix
 
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Use the fact that det(P-1AP) = det(P-1)det(A)det(P)
 
Can you not just use the fact that det(AB)=det(A)det(B)?
 
hmm so can i say :
det(P-1 AP)
= det(P^-1)det(A)det(P)
= 1/det(P) det(A) det(P)
=det(A)

=S, for some reason, i don't think this proof is rigorous enough
 
Jennifer1990 said:
=S, for some reason, i don't think this proof is rigorous enough

I guess it depends on your lecturer. I would say that det(AB)=det(A)det(B) is a standard relationship that one can use, unless told explicitly to prove it.
 
Jennifer1990 said:
P^-1 AP gives me a diagonal matrix so to find the determinant

This is not true. I can think of a matrix P and a matrix A such that P^-1AP is not a diagonal matrix.

Secondly if you're afraid of using identities you can easily cut down on one identity you used. That is \det(P^{-1})=\det(P)^{-1}.
You can use \det(P^{-1})\det(A)\det(P)=\det(P^{-1})\det(P)\det(A)=\det(P^{-1}P)\det(A)=\det(I)\det(A)

Thirdly rigorous is not synonym to beating around the bush as long as possible, if you can prove it in one line by all means do so.
 
i can't think of a counterexample such that a matrix P and a matrix A whose P^-1AP is not a diagonal matrix.

What is the counterexample that u know?
 
Cyosis said:
This is not true. I can think of a matrix P and a matrix A such that P^-1AP is not a diagonal matrix.

I believe it is given that P diagonalizes A as the OP says in the solution, he just didn't mention it in the problem statement. Although I'm not really sure why it matters... it's important that the determinant doesn't change when you diagonalize a matrix but it seems as if the concept of denationalization isn't being emphasized here.
 
Last edited:
For example:

<br /> P=\left(\begin{matrix} 2 &amp; 5 \\ 2 &amp; 1 \end{matrix}\right),\;\;\; A=\left(\begin{matrix} 2 &amp; 5 \\ 2 &amp; 8 \end{matrix}\right)<br />

Edit: To Pengwuino: Ah of course if it is given that P diagonalizes A the problem is nonexistent.
 

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