Diagonalizing a Matrix: Understanding the Process and Power of Matrices

Click For Summary
SUMMARY

The discussion focuses on the process of diagonalizing a matrix, specifically addressing the derivation of matrices P and D from the eigenvalues of matrix M. The eigenvalues are determined by solving the equation ##\det(M-xI)=(1-x)\cdot (2-x) -5\cdot 6=0##. The Gauss-Jordan algorithm is recommended for solving the linear equation system ##PM=DP##, with the final expression for raising the matrix to the power k being ##M^k=(PDP^{-1})^k=PD^kP^{-1}##. The conversation also highlights the importance of recognizing cancellations in the matrix multiplication process.

PREREQUISITES
  • Understanding of eigenvalues and eigenvectors
  • Familiarity with matrix operations and properties
  • Knowledge of the Gauss-Jordan elimination method
  • Basic concepts of linear algebra
NEXT STEPS
  • Study the process of finding eigenvalues and eigenvectors in depth
  • Learn about the Gauss-Jordan elimination algorithm and its applications
  • Explore the concept of matrix powers and their significance in linear transformations
  • Investigate the implications of diagonalization in various mathematical contexts
USEFUL FOR

Students and professionals in mathematics, particularly those studying linear algebra, as well as educators teaching matrix theory and its applications.

member 731016
Homework Statement
Please see below
Relevant Equations
Please see below
For this,
1683594850400.png

Dose someone please know where they get P and D from?

Also for ##M^k##, why did they only raise the the 2nd matrix to the power of k?
1683594915390.png

Many thanks!
 
Physics news on Phys.org
  • Like
Likes   Reactions: chwala, DrClaude, member 731016 and 1 other person
ChiralSuperfields said:
Also for ##M^k##, why did they only raise the the 2nd matrix to the power of k?
Just add, that they are raising the whole thing to power ##k##, but you didn't notice that many things cancel.
##M^k=(PDP^{-1})^k=PDP^{-1}PDP^{-1}\dots PDP^{-1}=PDD\dots DP^{-1}=PD^kP^{-1}##
 
  • Like
Likes   Reactions: member 731016, DaveE, chwala and 1 other person
ChiralSuperfields said:
Dose someone please know
I'm trying to train you to know the difference between "dose" and "does" but have been unsuccessful so far.
 
  • Like
  • Haha
Likes   Reactions: member 731016, chwala and SammyS
Mark44 said:
I'm trying to train you to know the difference between "dose" and "does" but have been unsuccessful so far.
Is there no antidote (or perhaps - antidose) for this?
 
  • Like
Likes   Reactions: member 731016

Similar threads

  • · Replies 8 ·
Replies
8
Views
2K
Replies
5
Views
1K
  • · Replies 4 ·
Replies
4
Views
1K
  • · Replies 10 ·
Replies
10
Views
2K
Replies
2
Views
2K
  • · Replies 4 ·
Replies
4
Views
1K
  • · Replies 33 ·
2
Replies
33
Views
2K
  • · Replies 4 ·
Replies
4
Views
1K
Replies
3
Views
2K
  • · Replies 2 ·
Replies
2
Views
3K