Proof: 3λ is an Eigenvalue of 3A

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    Eigenvalue Proof
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Homework Help Overview

The discussion centers around the proof that if λ is an eigenvalue of the matrix A, then 3λ is an eigenvalue of the matrix 3A. The subject area involves linear algebra and eigenvalue theory.

Discussion Character

  • Exploratory, Conceptual clarification

Approaches and Questions Raised

  • The original poster attempts to establish the relationship between eigenvalues of A and 3A through algebraic manipulation, questioning whether their reasoning is sufficient. Other participants challenge the validity of the proof and ask for clarification on the approach needed to prove the statement.

Discussion Status

The discussion is ongoing, with participants providing feedback on the original proof attempt. Some guidance has been offered regarding the need for a more rigorous approach, but no consensus has been reached on how to proceed with the proof.

Contextual Notes

Participants are navigating the requirements of the proof and questioning the assumptions made in the original attempt. There is an emphasis on ensuring that the reasoning is sound and that all necessary conditions are addressed.

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Homework Statement


If λ is and eigenvalue of the the matrix A then 3λ is an eigenvalue of 3A


Homework Equations





The Attempt at a Solution


. .
. λ is an e.v of A

Therefore, ∃ x not equal to 0 s.t Ax=λx
Then, 3Ax=3λx
which can written as 3(Ax)=3(λx)=λ(3x)
and 3x does not equal to 0 because x doesn't equal to zero and obviously neither does 3.

Therefore, we can conclude that 3λ is an eigenvalue of 3A.

This was my attempt at the proof. However, I'm not sure if it suffices to conclude that neither 3 nor x equal to zero. Is there anything else I need to add to complete this proof?
 
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Hi sana2476! :wink:
sana2476 said:
3(Ax)=3(λx)=λ(3x)
and 3x does not equal to 0 because x doesn't equal to zero and obviously neither does 3.

Therefore, we can conclude that 3λ is an eigenvalue of 3A.

No. 3(Ax) = λ(3x) doesn't prove anything.

Try again. :smile:
 
Then what do think I should work with to prove that 3λ is an e.v of 3A?
 
What is the formula for "3λ is an e.v of 3A?" :wink:
 

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