A square matrix A with ker(A^2)= ker (A^3)

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Homework Help Overview

The discussion revolves around a square matrix A, specifically examining the relationship between the kernels of powers of the matrix, namely ker(A^2) and ker(A^3), and whether this relationship extends to ker(A^3) and ker(A^4).

Discussion Character

  • Conceptual clarification, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore the implications of the equality ker(A^2) = ker(A^3) and question how this affects the relationship between ker(A^3) and ker(A^4).
  • Some participants express confusion about the next steps in proving the necessary relationships and consider the definitions of kernels in the context of matrix operations.
  • There are discussions about the complexity of defining the matrix A and expressing higher powers as products, as well as the potential use of block matrices.

Discussion Status

The discussion is ongoing, with participants attempting to clarify the implications of the initial condition. Some guidance has been provided regarding the need to prove both directions of the relationship between the kernels, but no consensus has been reached on the next steps or the overall approach.

Contextual Notes

Participants note that the assumption ker(A^2) = 0 has not been established, and there is uncertainty about the invertibility of matrix A, which affects the reasoning about the kernels.

yeland404
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Homework Statement


a square matrix A with ker(A^2)= ker (A^3), is ker(A^3)= ker (A^4),verify...


Homework Equations





The Attempt at a Solution

 
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What did you try already??
 
micromass said:
What did you try already??

it means that A^2*vector x= 0 and A*x=0 has same result,then I really confused how to do the next step
 
yeland404 said:
it means that A^2*vector x= 0 and A*x=0 has same result,then I really confused how to do the next step

No, it means that

A^2x=0~\Leftrightarrow~A^3x=0

You need to prove that

A^3x=0~\Leftrightarrow~A^4x=0
 
micromass said:
No, it means that

A^2x=0~\Leftrightarrow~A^3x=0

You need to prove that

A^3x=0~\Leftrightarrow~A^4x=0

emm..., to the difinition it says that ker(A) is T(x)=A(x)=0
 
yeland404 said:
emm..., to the difinition it says that ker(A) is T(x)=A(x)=0

Yes, but you're not working with ker(A) here, but with ker(A2).
 
micromass said:
Yes, but you're not working with ker(A) here, but with ker(A2).

should define a matrix A and write A^2 as dot product of A & A,and also to A^3...it seems to be so complex, or use the block to divide the matrix into some small matrix?
 
yeland404 said:
should define a matrix A and write A^2 as dot product of A & A,and also to A^3...it seems to be so complex, or use the block to divide the matrix into some small matrix?

Do you understand my Post 4??
 
micromass said:
Do you understand my Post 4??

so times A on both side of the equation?
 
  • #10
yeland404 said:
so times A on both side of the equation?

No, you need to prove two things:

If A^3x=0, then A^4x=0. This can indeed be accomplished by multiplying sides with A.

But you also need to prove that if A^4x=0, then A^3x=0.
 
  • #11
so Ker (A^2)=0 can lead to Ker(A^4)=0,then?
 
  • #12
NO ONE has said that Ker(A^2)= 0 so I do not understand why you are asking this question. You seem, frankly, to have no idea what the question is saying. ker(A^2)= ker(A^3) means, as micromass said, "A^2x= 0 if and only if A^3x= 0". You want to use that to prove "A^3x= 0 if and only if A^4x= 0". As micromass said, the first part is easy: if A^3x= 0 then, applying A to both sides, A^4x= A0= 0 which proves that ker(A^3) is a subset of ker(A^4). You still need to prove the other way: if A^4x= 0, then A^3= 0. You cannot just multiply by A^{-1} because you have no reason to think that A is invertible. But notice that ker(A^2)= ker(A^3) has not yet been used so it might help to note that A^4x= A^2(A^2x).
 

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