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fourier-submat's Introduction

fourier-submat

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.

References

  • ``How exponentially ill-conditioned are contiguous submatrices of the Fourier matrix?'', Alex H. Barnett, to appear, SIAM Rev. https://arxiv.org/abs/2004.09643

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