Showing for which h a matrix is diagonalizable

  • Thread starter Thread starter Mr Davis 97
  • Start date Start date
  • Tags Tags
    Matrix
Click For Summary
SUMMARY

The matrix [[1, -h^2, 2h], [0, 2h, h], [0, 0, h^2]] is diagonalizable with real eigenvalues for specific values of h. The eigenvalues can be determined directly since the matrix is upper triangular. The discussion emphasizes that any diagonal matrix is diagonalizable and that a matrix with distinct eigenvalues is also diagonalizable. Participants are encouraged to first identify values of h that yield distinct eigenvalues before applying more advanced methods for the remaining cases.

PREREQUISITES
  • Understanding of eigenvalues and eigenvectors
  • Familiarity with upper triangular matrices
  • Knowledge of diagonalization criteria
  • Basic linear algebra concepts
NEXT STEPS
  • Research the properties of diagonal matrices and their diagonalizability
  • Study the implications of distinct eigenvalues on matrix diagonalization
  • Explore advanced techniques for determining diagonalizability, such as Jordan forms
  • Review the characterization of diagonalizability in linear algebra
USEFUL FOR

Students studying linear algebra, educators teaching matrix theory, and anyone interested in understanding matrix diagonalization and eigenvalue problems.

Mr Davis 97
Messages
1,461
Reaction score
44

Homework Statement


For what ##h## is the matrix ##\begin{bmatrix}1 & -h^2 & 2h \\ 0 & 2h & h \\ 0 & 0 & h^2 \end{bmatrix}## diagonalizable with real eigenvalues? (More than one may be correct)

a) -2, b) -1, c) 0, d) 1, e) 2

Homework Equations

The Attempt at a Solution


We already know the eigenvalues, since the matrix is upper triangular. How do we proceed? Do we just plug in the values of h and see if it is diagonalizable? It seems like that would take a very long time...
 
Physics news on Phys.org
Mr Davis 97 said:
We already know the eigenvalues, since the matrix is upper triangular.
Yes, I would say the question is poorly expressed. I think what they meant to ask here is 'for what ##h## is the matrix diagonalisable over the reals?', which means that the change of basis matrix used must have only real entries.

There is low-hanging fruit that enables determining whether some of a-e satisfy the requirement, based on the fact that:
  1. any diagonal matrix is diagonalisable
  2. any ##n\times n## matrix over field ##F## with ##n## distinct eigenvalues in ##F## is diagonalisable over ##F##.
Having picked that fruit, you will have fewer of a-e left to try to work out whether they are diagonalisable using more advanced means. Have a go at that first part first.

PS If you get stuck when you are up to the 'more advanced means' for the remaining cases, have a look in this wiki section about characterisation of diagonalisability.
 

Similar threads

  • · Replies 3 ·
Replies
3
Views
2K
Replies
2
Views
2K
Replies
19
Views
1K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 4 ·
Replies
4
Views
1K
  • · Replies 14 ·
Replies
14
Views
4K
  • · Replies 1 ·
Replies
1
Views
2K