Mercurial > hg > smallbox

view toolboxes/alps/README @ 193:cc540df790f4 danieleb

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
Simple example that demonstrated dictionary learning... to be completed
author Daniele Barchiesi <daniele.barchiesi@eecs.qmul.ac.uk>
date Fri, 09 Mar 2012 15:12:01 +0000
parents 0de08f68256b
children
line wrap: on
line source
This archive includes:

1. ALPS folder
2. generate_matrix.m: generates measurement matrix.
3. generate_vector.m: generates sparse vector.
4. Report_bibtex.tex: bibtex reference for citing.
5. ALPSdemo.m: demo of ALPS.
6. ALPSbenchmark_errornorm_vs_iter.m: generates figure of average error norm per iteration vs. # of iterations.

ALPS folder includes:

1. AlgebraicPursuit.m: "Wrapper" code.
2. zero_ALPS.m: Implementation of 0-memory acceleration.
3. one_ALPS.m: Implementation of 1-memory acceleration.
4. l_ALPS.m: Implementation of l-memory acceleration.
5. infty_ALPS.m: Implementation of infty-memory acceleration.
6. cgsolve.m: CG algorithm created by Justin Romberg, Caltech.

Please run ALPSdemo in MATLAB command line to verify installation before use.