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

  • Thread starter Thread starter yeland404
  • Start date Start date
  • Tags Tags
    Matrix Square
Click For Summary
SUMMARY

A square matrix A satisfies the condition ker(A^2) = ker(A^3) if and only if ker(A^3) = ker(A^4). This relationship indicates that if A^3x = 0, then A^4x = 0 can be proven by multiplying both sides by A. Conversely, to establish that A^4x = 0 implies A^3x = 0, one must utilize the equality of the kernels. The discussion emphasizes the necessity of understanding the implications of kernel properties in linear algebra.

PREREQUISITES
  • Understanding of linear transformations and their kernels
  • Familiarity with matrix multiplication and properties
  • Knowledge of the concepts of null space and rank-nullity theorem
  • Basic proficiency in linear algebra, particularly with square matrices
NEXT STEPS
  • Study the implications of kernel properties in linear transformations
  • Learn about the rank-nullity theorem and its applications
  • Explore the relationship between matrix powers and their kernels
  • Investigate examples of matrices that illustrate ker(A^2) = ker(A^3)
USEFUL FOR

Students and professionals in mathematics, particularly those focusing on linear algebra, matrix theory, and related fields. This discussion is beneficial for anyone looking to deepen their understanding of kernel properties and their implications in matrix operations.

yeland404
Messages
23
Reaction score
0

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

 
Physics news on Phys.org
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).
 

Similar threads

Replies
6
Views
2K
  • · Replies 26 ·
Replies
26
Views
8K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 7 ·
Replies
7
Views
1K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 13 ·
Replies
13
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 1 ·
Replies
1
Views
1K
  • · Replies 2 ·
Replies
2
Views
4K