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view toolboxes/alps/README @ 190:759313488e7b luisf_dev

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Added two config files for the 2 step dic and learn scripts; removed 'extra' folder; created init script (initial version).
author luisf <luis.figueira@eecs.qmul.ac.uk>
date Tue, 13 Mar 2012 17:33:20 +0000
parents 0de08f68256b
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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.