Characteristic polynomial for nilpotent matrix.

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Discussion Overview

The discussion revolves around the characteristic polynomial of a nilpotent matrix, specifically how to demonstrate that the characteristic polynomial is given by p(x) = x^n when the dimension of the matrix A is n. The context includes theoretical exploration and homework-related inquiries.

Discussion Character

  • Homework-related
  • Technical explanation
  • Debate/contested

Main Points Raised

  • Some participants assert that the characteristic polynomial p(x) of a nilpotent matrix A is p(x) = x^n, given that dim A = n.
  • One participant references the Cayley-Hamilton theorem as a basis for their claim regarding the characteristic polynomial.
  • Several participants express confusion about the details of proving that k = n for nilpotent matrices, where A^k = 0.
  • Another participant suggests that if p(A) is not equal to x^n, it must be a nontrivial polynomial of degree n, leading to a contradiction.
  • One participant discusses the implications of eigenvalues, noting that if λ is an eigenvalue of A, then all eigenvalues must satisfy λ^n = 0.
  • A participant mentions a desire to clarify the statement of the theorem regarding the characteristic polynomial and its matrix version, indicating a concern for technical precision.

Areas of Agreement / Disagreement

Participants express varying levels of understanding and confusion regarding the proof details, indicating that there is no clear consensus on the best approach to demonstrate the characteristic polynomial for nilpotent matrices.

Contextual Notes

Some assumptions about the properties of nilpotent matrices and the implications of the Cayley-Hamilton theorem are not fully explored, and the discussion includes unresolved mathematical steps regarding the proof of k = n.

anastasis
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Homework Statement



How do I show that the cp is p(x)=x^n, dimA=n?

Homework Equations



A^k=0 for some k (obviously need to show k=n); p(A)=0

The Attempt at a Solution



p(A)=0 <=> A^n + ... + det(A)=0
 
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How do I show that the cp of A is p(x)=x^n, dimA=n?
 
i see that p(A)=0 and that p(A)=A^n +...+det(A) BUT I'm still a bit confused by some details. A is nilpotent <=> A^k=0 ... must show k=n for one thing.
 
anastasis said:
i see that p(A)=0 and that p(A)=A^n +...+det(A) BUT I'm still a bit confused by some details. A is nilpotent <=> A^k=0 ... must show k=n for one thing.

Suppose p(A) is not xn. Then it is some nontrivial (not xn) polynomial of degree n, which implies A satisfies said polynomial. Show that this leads to a contradiction.
 
Suppose [itex]\lambda[/itex] is an eigenvalue of A: that is, [itex]Av= \lambda v[/itex] for some non-zero vector v. Then [itex]A^2v= \lamba Av= \lambda^2 v[/itex] and, continuing like that [itex]A^n v= \lambda^n v[/itex]= 0[/itex]. Actually, that proves that all eigenvalues are 0 but what you need is that all eigenvalues satisfy [itex]\lambda^n= 0[/itex].
 
This was also posted under "Mathematics- Abstract and Linear Algebra". I have merged the threads here.
 
I am almost always tempted to correct the theorem statement as

"... satisfies the matrix version of the characteristic polynomial"

since the right hand side zeros of the the two cases are different objects. But it is a technical puristic bla bla. I know!
 

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