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ALPS toolbox - Algebraic Pursuit added to smallbox
author Ivan Damnjanovic lnx <ivan.damnjanovic@eecs.qmul.ac.uk>
date Fri, 12 Aug 2011 11:17:47 +0100
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ivan@154 1 This archive includes:
ivan@154 2
ivan@154 3 1. ALPS folder
ivan@154 4 2. generate_matrix.m: generates measurement matrix.
ivan@154 5 3. generate_vector.m: generates sparse vector.
ivan@154 6 4. Report_bibtex.tex: bibtex reference for citing.
ivan@154 7 5. ALPSdemo.m: demo of ALPS.
ivan@154 8 6. ALPSbenchmark_errornorm_vs_iter.m: generates figure of average error norm per iteration vs. # of iterations.
ivan@154 9
ivan@154 10 ALPS folder includes:
ivan@154 11
ivan@154 12 1. AlgebraicPursuit.m: "Wrapper" code.
ivan@154 13 2. zero_ALPS.m: Implementation of 0-memory acceleration.
ivan@154 14 3. one_ALPS.m: Implementation of 1-memory acceleration.
ivan@154 15 4. l_ALPS.m: Implementation of l-memory acceleration.
ivan@154 16 5. infty_ALPS.m: Implementation of infty-memory acceleration.
ivan@154 17 6. cgsolve.m: CG algorithm created by Justin Romberg, Caltech.
ivan@154 18
ivan@154 19 Please run ALPSdemo in MATLAB command line to verify installation before use.