Complex matrix to Block Matrix

  • Context: Graduate 
  • Thread starter Thread starter Gaso
  • Start date Start date
  • Tags Tags
    Block Complex Matrix
Click For Summary
SUMMARY

The discussion focuses on converting a complex matrix into a block matrix format to facilitate the calculation of eigenvalues and eigenvectors using a solver that only accepts real matrices. The matrix in question is defined as M_{mn}=\int^{tk}_{0} -i Exp[i E_{mn} t] V_{mn}(t) dt, which presents challenges due to its complex nature. The transformation aims to represent the matrix as M=A+iB, where A and B are real matrices, but the interaction between their normalization can complicate the diagonalization process. The consensus is that while complex calculations yield more eigenvalues, the conversion to real matrices introduces significant challenges.

PREREQUISITES
  • Understanding of complex matrix theory
  • Familiarity with eigenvalue and eigenvector calculations
  • Knowledge of numerical integration techniques
  • Experience with matrix diagonalization methods
NEXT STEPS
  • Research methods for converting complex matrices to block matrices
  • Explore numerical solvers that handle complex matrices
  • Learn about normalization techniques for real and complex matrices
  • Investigate the implications of eigenvalue distributions in complex matrices
USEFUL FOR

This discussion is beneficial for mathematicians, physicists, and engineers who work with complex matrices, particularly those involved in eigenvalue problems and numerical methods for matrix analysis.

Gaso
Messages
3
Reaction score
0
How can I redefine my Complex matrix to a Block matrix, similar as matrix representation of complex number.
I need a Real an Imaginary part as real numbers, to find eigenvalues and eigenvectors with my solver, which works only with Real matrices.

My matrix element is:
[tex]M_{mn}=\int^{tk}_{0} -i Exp[i E_{mn} t] V_{mn}(t) dt[/tex]
The integrals are easy to write, but are complex.
I want to write matrix M as new matrix of dimension 2N to find eigenvectors and eigenvalues of that matrix, which are also complex.
 
Physics news on Phys.org
We basically have the situation ##M=A+iB##. In order to diagonalize ##M## or to use some normal form, we need to know something about the components ##A## and ##B##. If we find a normalization for ##A##, it could well ruin the structure of ##B## and vice versa. So in any case, the question isn't answerable in this generality. Moreover, complex calculations are usually better than real ones, since we have more eigenvalues available.
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 5 ·
Replies
5
Views
3K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 8 ·
Replies
8
Views
3K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 1 ·
Replies
1
Views
6K