Wigner's Semicircle Law
The Wigner's semicircle distribution [1] is law that was observed in 1955 while studying The Hamiltonian operator in quantum mechanics.
This law describes the distribution of the eigenvalues of certain symmetric random matrices when the dimension N tends to infinity.
In this tutorial, we take an example of symmetric random matrix M drawn from normal distribution with dimension N=1000.
The theoretical and numerical Probability density functions of M are illustrated.
[1] Wigner, E. "Characteristic Vectors of Bordered Matrices with Infinite Dimensions." Ann. of Math. 62, 548-564, 1955.
Cite As
Youssef Khmou (2024). Wigner's Semicircle Law (https://www.mathworks.com/matlabcentral/fileexchange/46464-wigner-s-semicircle-law), MATLAB Central File Exchange. Retrieved .
MATLAB Release Compatibility
Platform Compatibility
Windows macOS LinuxCategories
- MATLAB > Mathematics > Linear Algebra >
- MATLAB > Mathematics > Random Number Generation >
- Sciences > Physics > Particle & Nuclear Physics >
- Sciences > Physics > Quantum Mechanics >
Tags
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Discover Live Editor
Create scripts with code, output, and formatted text in a single executable document.
Version | Published | Release Notes | |
---|---|---|---|
1.0.0.0 |