Composition of endomorphisms have same eigenvalues

In summary, for two endomorphisms ψ and φ on a vector space V over a field K, it can be shown that ψφ and φψ have the same eigenvalues by considering the cases where λ=0 and λ≠0 separately. It is helpful to use the fact that similar endomorphisms have the same eigenvalues and to consider the properties of inverse maps. In particular, for λ ≠ 0, we can let v be an eigenvector of φψ and consider ψφψ(v). However, this argument does not work if the eigenvalue is 0. In this case, it can be shown that both ψφ and φψ are singular, which
  • #1
Tmaker
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Homework Statement



For two endomorphisms ψ and φ on a vector space V over a field K, show that ψφ and φψ have the same eigenvalues. "Hint: consider the cases λ=0 and λ≠0 separately."



The Attempt at a Solution



I know that similar endomorphisms (φ and ψφ(ψ^-1)) have the same eigenvalues, so I have tried manipulating that expression with various choices for φ and ψ, but no luck. Other than that I just need a little help getting started
 
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  • #2
if this is a linear? homomorphism and the values commute in a field...

[edit] working on problem, i will assume not linear...

[/2 edit] okay i see, you think will need the fact that the inverse maps have inverse eigenvalues...
 
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  • #3
hint: for λ ≠ 0, let v be an eigenvector of φψ, and consider ψφψ(v).

this argument doesn't work if the eigenvalue is 0 (why?).

all is not lost, however. note if 0 is an eigenvalue of φψ, this means φψ is singular.

all you need to do is show that ψφ is likewise singular (hint: determinants).
 

FAQ: Composition of endomorphisms have same eigenvalues

What is an endomorphism?

An endomorphism is a linear transformation on a vector space that maps the space to itself. It is also known as an endogenous transformation.

What is meant by the composition of endomorphisms?

The composition of endomorphisms refers to the combination of two or more endomorphisms. This is done by applying one endomorphism after the other, in a specified order.

How do you determine if two endomorphisms have the same eigenvalues?

To determine if two endomorphisms have the same eigenvalues, you need to find the eigenvalues of each endomorphism and compare them. If the eigenvalues are identical, then the endomorphisms have the same eigenvalues.

Why is it important to know if endomorphisms have the same eigenvalues?

Knowing if two endomorphisms have the same eigenvalues can provide valuable information about the relationship between the two transformations. It can also help in solving systems of linear equations and understanding the behavior of linear systems.

Can endomorphisms have different eigenvectors but the same eigenvalues?

Yes, endomorphisms can have different eigenvectors but the same eigenvalues. Eigenvectors are not unique and can differ for the same eigenvalue. However, the eigenvalues must be the same for the endomorphisms to have the same eigenvalues.

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