Linear Algebra - Characteristic Polynomials and Nilpotent Operators

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Homework Help Overview

The discussion revolves around the properties of linear operators in the context of linear algebra, specifically focusing on characteristic polynomials and nilpotent operators. The original poster questions whether an operator T with a characteristic polynomial of the form (-1)^n*t^n is nilpotent.

Discussion Character

  • Exploratory, Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants explore the implications of the characteristic polynomial, with one suggesting that T must have zeros on the diagonal. Others question the applicability of the Cayley-Hamilton theorem and its relevance to finite versus infinite-dimensional vector spaces.

Discussion Status

The discussion is active, with participants providing insights and raising questions about the definitions and assumptions involved. Some guidance has been offered regarding the Cayley-Hamilton theorem, but there is no explicit consensus on the dimensionality of the vector space or its implications for the characteristic polynomial.

Contextual Notes

There is an ongoing debate about whether the characteristic polynomial can be defined for infinite-dimensional vector spaces, which remains unresolved in the discussion.

glacier302
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Homework Statement



If the characteristic polynomial of an operator T is (-1)^n*t^n, is T nilpotent?


Homework Equations





The Attempt at a Solution



My first instinct for this question is that the answer is yes, because the matrix form of T must have 0's on the diagonal and must be either upper triangular or lower triangular. This is what I found when I tried to find 2x2 and 3x3 matrices with characteristic polynomial (-1)^n*t^n. However, I'm not sure how to actually prove this fact (especially for the nxn case), or how to show that T is nilpotent using this fact.

Any help would be much appreciated : )
 
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If p(t) is the characteristic polynomial of a matrix T, then p(T)=0, yes? Now what does 'nilpotent' mean?
 
Nilpotent means that T^p = 0 for some positive integer p.
 
Oh wow. I just realized how easy this question is...I just didn't remember the Cayley-Hamilton theorem. Thank you so much!
 
One question: Doesn't the Cayley-Hamilton Theorem only apply to linear operators on finite-dimensional vector spaces? What if the vector space is infinite-dimensional?
 
glacier302 said:
One question: Doesn't the Cayley-Hamilton Theorem only apply to linear operators on finite-dimensional vector spaces? What if the vector space is infinite-dimensional?

Likely doesn't apply to infinite dimensional vector spaces. I'm not sure 'characteristic polynomial' applies to infinite dimensional vector spaces either. How would you define it?
 
That's a good point. So I'm pretty sure that although it's not stated that the vector space is finite-dimensional, we're supposed to assume it. Thanks!
 

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