MATLAB codes to generate the figures, and check certain analysis results, in the paper on Fourier submatrix condition number.
Alex Barnett, March-April 2020.
Prerequisites: MATLAB, any version R2017a or newer.
Setup: open MATLAB from this directory and run addpath utils
From MATLAB, the paper figures are then generated by running the following codes:
Fig.1: fig_nearsymm.m
(this takes around 1 sec to run)
Fig.3: fig_dkb.m
(takes <1 sec to run)
Fig.4: fig_rates.m
(takes 30 sec to run, and uses dftmeasrate.m
)
There are also several mathematics/analysis checking codes in theorytests
.
utils
contains several helper routines, including some standard MATLAB codes by third parties.
- ``How exponentially ill-conditioned are contiguous submatrices of the Fourier matrix?'', Alex H. Barnett, to appear, SIAM Rev. https://arxiv.org/abs/2004.09643