SPGL1 Toolbox

SPGL1 Toolbox

SPGL1: Spectral Projected Gradient for L1 minimization

This SPGL1 toolbox is a port to Scilab of the original SPGL1 Matlab toolbox developped by E. van den Berg & M. P. Friedlander and available at :

SPGL1 original toolbox

The Scilab port has been performed by F. Béreux, based on version v1.8 of the original SPGL1 toolbox and is released with the same license (GNU General Public License v2). It has been updated to v1.9 of the original SPGL1 toolbox (2015-05-17).

To use the toolbox from sources

In the 'toolbox_spgl1' subdir :

exec('builder.sce')

exec('loader.sce')

exec('demos/demo_toolbox_spgl1.sce')

References

The algorithm implemented by SPGL1 is described in the papers :

  • E. van den Berg and M. P. Friedlander, "Probing the Pareto frontier for basis pursuit solutions", SIAM J. on Scientific Computing, 31(2):890-912, November 2008

  • Sparse optimization with least-squares constraints E. van den Berg and M. P. Friedlander, Tech. Rep. TR-2010-02, Dept of Computer Science, Univ of British Columbia, January 2010

Development Team
Admins
Vincent Couvert
François Béreux

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