Range of a linear transformation to power n

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Homework Help Overview

The discussion revolves around proving a property of the range of a square matrix raised to a power, specifically that the range of a linear transformation represented by a matrix A to the power of n+1 is a subspace of the range of A to the power n for all n greater than or equal to 1.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants explore the relationship between the range of A raised to different powers and discuss the implications of kernel properties. There is an attempt to connect the range of A to its domain and to clarify the definitions involved.

Discussion Status

Some participants have provided hints and insights that have led to partial proofs regarding the kernel, but the main question regarding the range remains under exploration. There is an acknowledgment of the definitions and implications involved, but no consensus has been reached yet.

Contextual Notes

Participants are working within the constraints of linear algebra definitions and properties of linear transformations, specifically focusing on the relationships between range and kernel as they pertain to powers of matrices.

Lostmant
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Homework Statement



How to prove that: the range of a square matrix A (linear transformation) to the power of n+1 is a subspace of the Range of A to the power n, for all n >= 1?

i.e. Range (A^(n+1)) is a subspace of Range (A^n)

Homework Equations





The Attempt at a Solution



I can prove that Kernal (A^n) is a subspace of Kernal (A^(n+1)). Not sure if this is the basis of the prove.
 
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Hint:

[tex]A^{n+1}x = A^n(Ax)[/tex]
 
Thank you jbunniii. Using the hint you gave me I could prove that Kernal (A^n) is a subspace of Kernal (A^(n+1)), because A^n(A(0)) = 0. but what about range? I think if i could prove the range of A is always a subspace of domain of A, then i am done. How to prove this? Thanks.
 
If y is in the range of [itex]A^{n+1}[/itex], then by definition,

[tex]y = A^{n+1}x[/tex]

for some x.

But

[tex]y = A^n(Ax)[/tex]

So what does that imply?
 
Got it. Thanks so much.
 

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