Description: PLS- DN is a finite non-degenerate Newton to solve the piecewise linear system algorithms. PLS- DN exhibits semi-iterative property to prove that the exact solutions worldwide in a limited number of iterative convergence. Proved to be terminated before the linear convergence rate at least. A wide range of algorithms in our AISTATS 2011 paper describes: " a non-degenerate sub-linear systems with limited Newton algorithm." This demo package to re-run in the settlement of non-negative least squares (NNLS) on the design of the three sparse matrices from the Harwell Boeing collection (Duff et al, 1989) Section 4.2 of the experiment. With PLS- DN, this demonstrates the implementation of five other NNLS package proposed solution: LCP_Fisher_Newton, LCP_Lemke, PQN, TRESNEI, and SCD
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demo_nnls\algorithms\LCP_Fischer_Newton\source code\LCP.m
.........\..........\..................\...........\license.txt
.........\..........\..................\...........\Test_add20.asv
.........\..........\..................\...........\Test_add20.m
.........\..........\..................\...........\Test_illc1850.m
.........\..........\..................\...........\Test_well1850.m
.........\..........\....Lemke_method\source code\lemke.m
.........\..........\................\...........\lemke_prb.m
.........\..........\................\...........\lemke_prb_output.txt
.........\..........\................\...........\Test_add20.m
.........\..........\................\...........\Test_illc1850.m
.........\..........\................\...........\Test_well1850.m
.........\..........\PLS_DN\source code\NNLSR_PLS_DN.m
.........\..........\......\...........\PLS_DN_Solver.m
.........\..........\......\...........\SquaredErrorlasso.m
.........\..........\......\...........\Test_add20.m
.........\..........\......\...........\Test_illc1850.m
.........\..........\......\...........\Test_well1850.m
.........\..........\.QN\schmidt09a.pdf
.........\..........\...\.ource code\isLegal.m
.........\..........\...\...........\lbfgsC.c
.........\..........\...\...........\lbfgsHvFunc2.m
.........\..........\...\...........\lbfgsUpdate.m
.........\..........\...\...........\minConF_PQN.m
.........\..........\...\...........\minConF_SPG.m
.........\..........\...\...........\myProcessOptions.m
.........\..........\...\...........\polyinterp.m
.........\..........\...\...........\projectHalfSpace.m
.........\..........\...\...........\SquaredError.m
.........\..........\...\...........\Test_add20.m
.........\..........\...\...........\Test_illc1850.m
.........\..........\...\...........\Test_well1850.m
.........\..........\SCD\source code\SCD.m
.........\..........\...\...........\Test_add20.m
.........\..........\...\...........\Test_illc1850.m
.........\..........\...\...........\Test_well1850.m
.........\..........\TRESNEI\source code\SquaredError.m
.........\..........\.......\...........\SSquaredError.m
.........\..........\.......\...........\Test_add20.m
.........\..........\.......\...........\Test_illc1850.m
.........\..........\.......\...........\Test_well1850.m
.........\..........\.......\...........\TRESNEI.m
.........\data\data_add20.mat
.........\....\data_illc1850.mat
.........\....\data_well1850.mat
.........\.emo_script\exp_nnls.m
.........\...........\plot_draw_add20\finalPlot1.eps
.........\...........\...............\Plot_Draw_add20.m
.........\...........\...............\prettyPlot.m
.........\...........\...............\runningMin.m
.........\...........\..........illc1850\finalPlot1.eps
.........\...........\..................\Plot_Draw_illc1850.m
.........\...........\..................\prettyPlot.m
.........\...........\..................\runningMin.m
.........\...........\..........well1850\finalPlot1.eps
.........\...........\..................\LCP.m
.........\...........\..................\Plot_Draw_well1850.m
.........\...........\..................\prettyPlot.m
.........\...........\..................\runningMin.m
.........\README.txt
.........\result\LCP_Fischer_Result_add20.mat
.........\......\LCP_Fischer_Result_illc1850.mat
.........\......\LCP_Fischer_Result_well1850.mat
.........\......\LCP_Lemke_Result_add20.mat
.........\......\LCP_Lemke_Result_illc1850.mat
.........\......\LCP_Lemke_Result_well1850.mat
.........\......\PLS_Result_add20.mat
.........\......\PLS_Result_illc1850.mat
.........\......\PLS_Result_well1850.mat
.........\......\PQN_Result_add20.mat
.........\......\PQN_Result_illc1850.mat
.........\......\PQN_Result_well1850.mat
.........\......\SCD_Result_add20.mat
.........\......\SCD_Result_illc1850.mat
.........\......\SCD_Result_well1850.mat
.........\......\TRESNEI_Result_add20.mat
.........\......\TRESNEI_Result_illc1850.mat
.........\......\TRESNEI_Result_well1850.mat
.........\algorithms\LCP_Fischer_Newton\source code
.........\..........\....Lemke_method\source code
.........
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