What Are the Characteristic Polynomials of a Matrix Where A² = A?

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Homework Help Overview

The discussion revolves around a matrix \( A \) that satisfies the equation \( A^2 = A \). Participants are exploring the implications of this equation on the characteristic polynomials of the matrix and its similarity to diagonal matrices.

Discussion Character

  • Exploratory, Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants discuss the characteristic polynomial of \( A \), noting that it can be expressed in terms of its eigenvalues, which are 0 and 1. There is also a consideration of the minimal polynomial and its relationship to the characteristic polynomial.

Discussion Status

Some participants have provided insights into the nature of the minimal polynomial and its potential forms, while others are clarifying the distinction between characteristic and minimal polynomials. There is an ongoing examination of the implications of the equation \( A(A-I) = 0 \) and the conditions under which it holds.

Contextual Notes

Participants are navigating the constraints of the problem, particularly regarding the multiplicities of the eigenvalues in the characteristic polynomial and the requirement to list all possible characteristic polynomials.

Maybe_Memorie
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Homework Statement



A n × n-matrix A satisfies the equation A2 = A.

(a) List all possible characteristic polynomials of A.

(b) Show that A is similar to a diagonal matrix

Homework Equations


The Attempt at a Solution



A2 = A
so, A2 - A = 0
A(A-I) = 0

Our minimal polynomial is x2 - x = m(x)

Our eigenvalues are 0 and 1, and since in our minimal polynomial each one has a multiplicity of 1, A is similar to a diagonal matrix consisting of n jordan blocks with either 1's or 0's on the diagonal and 0 everywhere else since we have an nxn matrix and n jordan blocks.

So I've proved part (b) first.

For part (a) we don't know how many times each eigenvalue occurs in the characteristic polynomial, so p(t) = ta(t-1)b
where a,b=0,1,2,...,n.Is this correct?
 
Last edited:
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All is correct, except

Maybe_Memorie said:
A(A-I) = 0

A = 0, or A = I

AB=0 does not imply A=0 or B=0. For example

\left(\begin{array}{cc} 1 & 0\\ 0 & 0\end{array}\right)

is a matrix A that satisfied A^2=A, but which is not 0 or I.
 
Okay, thanks! :smile:
 
I like Serena said:
Hmm, couldn't the minimal polynomial also be a (polynomial) divider of x2-x?

:blushing: It's not my day today. Thanks ILS...
 
micromass said:
:blushing: It's not my day today. Thanks ILS...

No, I just deleted my post.
They're asking for all characteristic polynomials, not for all minimal characteristic polynomials.
 
I like Serena said:
No, I just deleted my post.
They're asking for all characteristic polynomials, not for all minimal characteristic polynomials.

No, you were correct. If a matrix satisfies A^2=A, then its minimal polynomial is not necessary x^2-x. I should have pointed that out.

That said, this doesn't change anything about the solutions of the OP. They remain correct.
 
If A^2- A= A(A- I)= 0, then, whatever the characteristic equation of A is, it must include factors of x and x- 1.
 

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