Normalizing a 4x4 matrix with unknown functions as elements

Click For Summary
SUMMARY

The discussion focuses on finding the normalization constant of a specific 4x4 matrix with functions as elements, represented as: (1-g^2) 0 0 0; 0 (1+f^2) (-g^2-f^2) 0; 0 (-g^2-f^2) (1+f^2) 0; 0 0 0 (1-g^2). The normalization constant is given in the referenced research paper as N=4-2g^2+2f^2. Two methods for calculating N are proposed: one using the formula N=sqrt(∑X^2) and another involving the determinant of the matrix. However, the user experiences difficulty reconciling their results with the paper's findings and seeks assistance.

PREREQUISITES
  • Understanding of matrix normalization techniques
  • Familiarity with eigenvalues and determinants
  • Knowledge of the multinomial theorem
  • Basic proficiency in matrix algebra
NEXT STEPS
  • Research matrix normalization methods in linear algebra
  • Learn how to compute eigenvalues from triangular matrices
  • Study the multinomial theorem for simplifying expressions
  • Explore determinant calculations for complex matrices
USEFUL FOR

Mathematicians, physicists, and students working with linear algebra, particularly those dealing with matrix normalization and eigenvalue problems.

fruity_water
Messages
1
Reaction score
0
Hi All!

This is my first time putting up my own thread on MF. I can usually find what I'm looking for, but this time: no go.

As the title says, I'm trying to find the normalization constant of this 4x4 matrix (g and f are functions):
(1-g^2) 0 0 0
0 (1+f^2) (-g^2-f^2) 0
0 (-g^2-f^2) (1+f^2) 0
0 0 0 (1-g^2)

It's a matrix that's in a research paper which gives the normalization constant as: N=4-2g^2+2f^2.

1]I've been looking up online and found that N can be found with: N=\sqrt{\sum{X^2}} where X represents the elements of the matrix.

2]I also found somewhere which said that I need to find the determinant.

I'm not sure who's right, but I'm not getting what's in the paper.
For method [1] I'm getting as far as: N^2 = 4(1+f^4+f^2g^2+f^2) and got stuck trying to find the square root (it's been a while since I've done multinomial theorem). So I backtracked to see if their N^2 matches my N^2. But their N^2=16+4g^4+4f^4+16g^2-8g^2f^2+16f^2.
and method [2] is giving me something so long, with so many variables of (g^2), (f^2), (g^4), (f^4),(g^2f^4) (and it keeps going for about 3tysomething variables) that I've given up.

So I'm wrong all over the place.

Can someone help me out?

fruity_water confused
 
Physics news on Phys.org
I'm not quite sure which normalization you are looking for, there are various normal forms. An easy first step is to conjugate the matrix with the matrix ##\begin{bmatrix}1&0&0&0\\0&1&1&0\\0&0&1&0\\0&0&0&1\end{bmatrix}## and get
$$
\begin{bmatrix}1&0&0&0\\0&1&1&0\\0&0&1&0\\0&0&0&1\end{bmatrix}\begin{bmatrix}1-g^2&0&0&0\\0&1+f^2&-g^2-f^2&0\\0&-g^2-f^2&1+f^2&0\\0&0&0&1-g^2\end{bmatrix}\begin{bmatrix}1&0&0&0\\0&1&-1&0\\0&0&1&0\\0&0&0&1\end{bmatrix}=\begin{bmatrix}1-g^2&0&0&0\\0&1-g^2&0&0\\0&-g^2-f^2&1+g^2+2f^2&0\\0&0&0&1-g^2\\&&&\end{bmatrix}
$$
which is a lower triangular matrix. It allows you to directly see the eigenvalues.
 

Similar threads

  • · Replies 26 ·
Replies
26
Views
2K
  • · Replies 14 ·
Replies
14
Views
4K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 4 ·
Replies
4
Views
1K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 14 ·
Replies
14
Views
5K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 10 ·
Replies
10
Views
3K
  • · Replies 15 ·
Replies
15
Views
5K
  • · Replies 2 ·
Replies
2
Views
3K