Conditions for diagonalizable matrix

  • Thread starter Thread starter Kaguro
  • Start date Start date
  • Tags Tags
    Conditions Matrix
Click For Summary

Homework Help Overview

The discussion revolves around the conditions under which a 3×3 matrix can be diagonalized, specifically focusing on the relationship between distinct eigenvalues and the linear independence of eigenvectors.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants explore the implications of having distinct eigenvalues on the linear independence of eigenvectors and question how to demonstrate this relationship mathematically.

Discussion Status

The conversation includes attempts to clarify the conditions for diagonalizability and the nature of eigenvalues and eigenvectors. Some participants suggest different formulations and approaches to express the relationships involved.

Contextual Notes

There is an emphasis on the requirement for distinct eigenvalues and the implications for the characteristic polynomial and kernel, with some assumptions about the dimensionality of the matrix being discussed.

Kaguro
Messages
221
Reaction score
57
Homework Statement
Show that if a matrix has n distinct eigenvalues then it is diagonalizable.
Relevant Equations
A matrix is diagonalizable if it is similar to a diagonal matrix.
If a 3×3 matrix A produces 3 linearly independent eigenvectors then we can write them columnwise in a matrix P(non singular). Then the matrix D = P_inv*A*P is diagonal.

Now for this I need to show that different eigenvalues of a matrix produce linearly independent eigenvectors.

A*x = c1x
A*y = c2y

c1 !=c2

Then how to show that :

a1x + a2y =0 implies a1=a2=0?
 
Physics news on Phys.org
If you have ##n## different eigenvalues, what can you say about the characteristic polynomial and the kernel?
 
I assume you mean to say an nxn matrix with n distinct eigenvalues.
 
Use c1x+c2y=0. Both most be on the same line. Lines deprend on a single parameter, meaning lines through the origin.
 

Similar threads

Replies
8
Views
3K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 14 ·
Replies
14
Views
4K
Replies
9
Views
2K
  • · Replies 33 ·
2
Replies
33
Views
3K
  • · Replies 1 ·
Replies
1
Views
5K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 6 ·
Replies
6
Views
1K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 14 ·
Replies
14
Views
4K