Can a 2N by 2N matrix written in terms of N by N matrices?

  • Context: Graduate 
  • Thread starter Thread starter sokrates
  • Start date Start date
  • Tags Tags
    Matrices Matrix Terms
Click For Summary
SUMMARY

The discussion focuses on the mathematical proof of representing a 2N by 2N matrix in terms of N by N matrices, specifically Hermitian matrices. The key example provided is the representation of a 2x2 Hermitian matrix using Pauli matrices, where any 2x2 Hermitian matrix H can be expressed as a linear combination of the identity matrix and the Pauli matrices σ_x, σ_y, and σ_z. The proof for the 2N case follows by extending this representation through block matrix construction and appropriate selection of matrices A, B, C, and D.

PREREQUISITES
  • Understanding of Hermitian matrices
  • Familiarity with Pauli matrices
  • Knowledge of block matrix representation
  • Basic linear algebra concepts
NEXT STEPS
  • Study the properties of Hermitian matrices in linear algebra
  • Learn about the applications of Pauli matrices in quantum mechanics
  • Research block matrix operations and their implications
  • Explore advanced topics in matrix theory, specifically related to N by N matrices
USEFUL FOR

Mathematicians, physicists, and students studying linear algebra and quantum mechanics, particularly those interested in matrix representations and their applications in theoretical physics.

sokrates
Messages
481
Reaction score
2
I posted this question over at the QM page,

https://www.physicsforums.com/showthread.php?t=714076

but I realized I am really looking for a

hard Mathematical proof ...

A description of a numerical way of proving this would also be very helpful for me.

or a reference covering the subject.

Many thanks in advance,
 
Physics news on Phys.org
As a warmup, would you know how to prove that ##\{ I_{2}, \sigma_i\}## is a basis for Hermitian ##2\times 2## matrices? The result for ##2N\times 2N## will follow by writing the matrix in block form and using the basis as explained by wle in that thread.
 
Yes - I can do the 2x2 proof I guess.

Because any 2x2 Hermitian matrix can be written as:

<br /> H=\begin{bmatrix}<br /> a &amp; c -i \ d \\<br /> c + i \ d &amp; b <br /> \end{bmatrix}<br />

where a,b,c,d are all real numbers.

Then H can be uniquely defined in terms of Pauli matrices:
<br /> \frac{1}{2}\left[ (a+b) \ I_{2\times 2} + (a-b) \ \sigma_z + 2 \ c \ \sigma_x + 2 \ d \ \sigma_y\right]<br />

But how to extend this to 2N by 2N ?
 
Yes, I got it ...

Just write it out explicitly and choose A,B,C,D accordingly to get the random 2N by 2N matrix.

Many thanks for directing me to that.
 

Similar threads

  • · Replies 34 ·
2
Replies
34
Views
3K
  • · Replies 26 ·
Replies
26
Views
959
  • · Replies 17 ·
Replies
17
Views
7K
  • · Replies 1 ·
Replies
1
Views
4K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 3 ·
Replies
3
Views
5K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 84 ·
3
Replies
84
Views
10K
  • · Replies 1 ·
Replies
1
Views
2K