Help proving that matrices are similar

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Homework Help Overview

The discussion revolves around determining the similarity of two 4x4 matrices, A and B, based on their eigenvalues and potential canonical forms, particularly the Smith normal form. The original poster seeks to understand the conditions under which these matrices can be proven similar.

Discussion Character

  • Exploratory, Assumption checking, Conceptual clarification

Approaches and Questions Raised

  • Participants discuss the significance of eigenvalues and eigenvectors in proving similarity. There is mention of canonical forms, specifically the Smith normal form, and whether it can provide a shortcut in the proof process. Questions arise about the necessity of showing all work and potential methods for calculating the Smith normal form by hand.

Discussion Status

The discussion is ongoing, with participants exploring various approaches to proving similarity. Some guidance has been offered regarding the use of Smith normal form, and the importance of eigenvectors is highlighted. However, there is no explicit consensus on the best method to proceed.

Contextual Notes

The original poster is required to show all work in their calculations, which may influence their approach to finding the Smith normal form. There is also an emphasis on the relationship between eigenvalues and eigenvectors in establishing matrix similarity.

Jadehaan
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1. Given two 4x4 matrices, A and B, I must determine if they are similar.
A=[(2,0,0,0) B=[(5,0,-4,-7)
(-4,-1,-4,0) (3,-8,15,-13)
(2,1,3,0) (2,-4,7,-7)
(-2,4,9,1)] (1,2,-5,1)]

2. A and B are similar if, A=P^(-1)BP


3. I found the eigenvalues to be 1,1,1,2 for both matrices. I also calculated their eigenvectors and eigenspaces. I am stumped as how to show that the two are similar. I know similar matrices have the same eigenvalues, but I don't think that is enough to prove similarity.


Thanks for any help,
James
 
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Are you familiar with any of the canonical forms?
 
Yes. Would finding the smith normal form help at all?
 
Sure. If they both have the same Smith normal form, then they are similar.
 
Thank you very much. I am having trouble calculating the Smith Normal Form by hand. We are required to show all work. I used the math program Maple to find the Smith Normal but now I have to obtain it by hand. Is there any shortcut rather than just diagonalizing (xI-A)? Can I obtain it from the charachteristic polynomial?
 
You say you have found the eigenvalues (which are the same for both matrices) and the corresponding eigenvectors which you don't show. If the eigenvectors (or, more generally, the eigenspaces) corresponding to each eigenvalue are the same for the two matrices, then they are similar matrices.
 

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