Proving Matrix Similarity: Trace vs. Determinant Comparison

  • Thread starter Thread starter talolard
  • Start date Start date
  • Tags Tags
    Matrices
Click For Summary
SUMMARY

Proving matrix similarity requires more than just comparing the trace or determinant of two matrices. Specifically, matrices A and B must have the same eigenvalues and the same number of independent eigenvectors corresponding to each eigenvalue to be considered similar. Examples provided demonstrate that matrices can share the same trace or determinant yet remain dissimilar, such as the identity matrix and other matrices with different eigenvalue structures.

PREREQUISITES
  • Understanding of matrix theory
  • Familiarity with eigenvalues and eigenvectors
  • Knowledge of matrix determinants
  • Concept of matrix trace
NEXT STEPS
  • Study the properties of eigenvalues and eigenvectors in linear algebra
  • Learn about the Jordan form of matrices and its implications for similarity
  • Explore the characteristic polynomial and its role in determining eigenvalues
  • Investigate the implications of matrix similarity in applications such as diagonalization
USEFUL FOR

Mathematicians, students of linear algebra, and anyone involved in theoretical computer science or applied mathematics who seeks to understand matrix similarity and its implications.

talolard
Messages
119
Reaction score
0
If I have two matrices A and B and I want to show they are similar, is it enough to show that Trace(A)=Trace(B) or instead show that Det(A)=Det(B)?
Thanks
Tal
 
Physics news on Phys.org
No, it isn't. For example, both
[tex]\begin{bmatrix}1 & 0 \\ 0 & 1\end{bmatrix}[/tex]
and
[tex]\begin{bmatrix}\frac{1}{2} & 0 \\ 0 & 2\end{bmatrix}[/tex]
have the same determinant but are not similar.

Also both
[tex]\begin{bmatrix}1 & 0 \\ 0 & 1\end{bmatrix}[/tex]
and
[tex]\begin{bmatrix}2 & 0 \\ 0 & 0\end{bmatrix}[/tex]
have the same trace but are not similar.

And, just in case you were wondering,
[tex]\begin{bmatrix}1 & 0 \\ 0 & 1\end{bmatrix}[/tex]
and
[tex]\begin{bmatrix}1 & 1 \\ 0 & 1\end{bmatrix}[/tex]
have the same determinant and the same trace but are not similar.

In order to be similar, two matrices must have the same eigenvalues and the same number of independent eigenvectors corresponding to each eigenvalue.
 
Great, Thanks.
 

Similar threads

  • · Replies 6 ·
Replies
6
Views
3K
  • · Replies 25 ·
Replies
25
Views
4K
  • · Replies 5 ·
Replies
5
Views
5K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 5 ·
Replies
5
Views
3K
  • · Replies 18 ·
Replies
18
Views
4K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 15 ·
Replies
15
Views
4K
  • · Replies 1 ·
Replies
1
Views
1K
Replies
4
Views
2K