How can I show that y is an eigenvalue of B?

  • Thread starter Thread starter gimpy
  • Start date Start date
Click For Summary
SUMMARY

This discussion focuses on demonstrating that if B = P-1AP and X is an eigenvector of A corresponding to the eigenvalue y, then y is also an eigenvalue of B. The correct formulation is AX = yX, confirming that the eigenvalue relationship holds through the transformation. Additionally, the discussion addresses the similarity of matrices BA and AB, emphasizing that since A is invertible, a suitable choice of P can establish this similarity through the equation BA = P-1ABP.

PREREQUISITES
  • Understanding of eigenvalues and eigenvectors in linear algebra
  • Familiarity with matrix similarity and transformations
  • Knowledge of invertible matrices and their properties
  • Proficiency in manipulating matrix equations
NEXT STEPS
  • Study the properties of eigenvalues and eigenvectors in detail
  • Learn about matrix similarity and the implications of invertible matrices
  • Explore the concept of similarity transformations in linear algebra
  • Investigate specific examples of eigenvalue problems using MATLAB or Python
USEFUL FOR

Students and professionals in mathematics, particularly those studying linear algebra, as well as researchers and educators looking to deepen their understanding of eigenvalues and matrix similarity.

gimpy
Messages
28
Reaction score
0
Ok well i have two questions.

1) If B = P^-1AP and let X be an eigenvector of A corresponding to the eigenvalue y. Show that y is an eigenvalue of B and find a corresponding eigenvector.

This is what i did.
AX=yI and since B = P^-1Ap -> A = PBP^-1
so (PBP^-1)X=yI
Now this is the part where i get lost. Am i on the right track?

2) If A and B are nxn matrices, A is invertable, show that BA is similar to AB.

So BA = P^-1ABP because BA is similar to AB. But I am kinda lost now. I'm sure i have to do something with the fact that A is invertable. Umm... A^-1...
 
Physics news on Phys.org
1)

AX=yI

Here's your mistake; what you should have is Ax = yx.

Recall that the definition is:

\vec{v} is an eigenvector of A corresponding to eigenvalue \lambda iff A\vec{v} = \lambda \vec{v}.


2)

Ok, you know to be similar, you need

BA = P^{-1}ABP

What's the simplest guess as to what P should be to make this equation hold?
 
Last edited:
Originally posted by Hurkyl
1)



Here's your mistake; what you should have is Ax = yx.

Recall that the definition is:

\vec{v} is an eigenvector of A corresponding to eigenvalue \lambda iff A\vec{v} = \lambda \vec{v}.


2)

Ok, you know to be similar, you need

BA = P^{-1}ABP

What's the simplest guess as to what P should be to make this equation hold?

lol

i meant A\vec{v} = \lambda \vec{v}. Stupid typo by me. But i still don't get it [b(]

And for the other one, I am lost as to what P should be to make this equation hold. It says that A and B are nxn matrices. A is invertable. show that BA is similar to AB.. umm...
 
1)

You know that you need to find something of the form B\vec{w}=\lambda\vec{w}...

but you have something of the form P^{-1}BP\vec{v} = y \vec{v}...

The first thing I notice is that the LHS must be the matrix B times some vector... so can you rewrite what you do have in such a way that the LHS is B times some vector?


2)

You need to find a P such that:

BA = P^{-1}ABP


The first thing I notice is that I need to have an A on the right of B... you have a B on the right hand side, can you select a value for P so that we have an A on the right of the B?
 
I am studying the mathematical formalism behind non-commutative geometry approach to quantum gravity. I was reading about Hopf algebras and their Drinfeld twist with a specific example of the Moyal-Weyl twist defined as F=exp(-iλ/2θ^(μν)∂_μ⊗∂_ν) where λ is a constant parametar and θ antisymmetric constant tensor. {∂_μ} is the basis of the tangent vector space over the underlying spacetime Now, from my understanding the enveloping algebra which appears in the definition of the Hopf algebra...

Similar threads

  • · Replies 33 ·
2
Replies
33
Views
2K
  • · Replies 1 ·
Replies
1
Views
1K
Replies
8
Views
8K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 2 ·
Replies
2
Views
55K
  • · Replies 26 ·
Replies
26
Views
5K
Replies
48
Views
4K
  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 3 ·
Replies
3
Views
2K