合并执行在MATLAB9升-1的最小化算法我要分享

Minimum algorithm of merging execution in matlab9-1

原对偶内点法 双阈值 同伦 朗格朗日对偶 l1

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下载次数: 1

文件大小: 90KB

代码分类: 智能算法

开发平台: matlab

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代码描述

中文说明:

该软件包包含了合并执行在MATLAB9升-1的最小化算法。每个函数都使用一组参数是一致的(如停止准则和公差)与我们的基准脚本接口。 正交匹配追踪:SolveOMP.m 原对偶内点法:SolvePDIPA.m 梯度投影:SolveL1LS.m 同伦:SolveHomotopy.m 迭代阈值:SolveSpaRSA.m 近梯度:SolveFISTA.m TFOCS:SolveTFOCS.m SesopPCD:SolveSesopPCD.m 原始增强拉格朗日乘子:SolvePALM.m 双增广拉格朗日乘子:SolveDALM.m SolveDALM_fast.m


English Description:

The software package contains the minimization algorithm implemented in matlab9-1. Each function uses a set of parameters that are consistent (such as stop criteria and tolerances) to interface with our benchmark script.


代码预览

L1算法

......\l1benchmark

......\...........\l1benchmark

......\...........\...........\.DS_Store

......\...........\...........\compare_noise_free.m

......\...........\...........\L1Solvers

......\...........\...........\.........\.DS_Store

......\...........\...........\.........\multMatrAdj_zhou.m

......\...........\...........\.........\multMatr_zhou.m

......\...........\...........\.........\sesoptn_t.m

......\...........\...........\.........\SolveAMP.m

......\...........\...........\.........\SolveDALM.m

......\...........\...........\.........\SolveDALM_CBM.m

......\...........\...........\.........\SolveFISTA.m

......\...........\...........\.........\SolveFISTA_CBM.m

......\...........\...........\.........\SolveHomotopy.m

......\...........\...........\.........\SolveHomotopy_CBM.m

......\...........\...........\.........\SolveHomotopy_CBM_std.m

......\...........\...........\.........\SolveL1LS.m

......\...........\...........\.........\SolveL1LS_CBM.m

......\...........\...........\.........\SolveOMP.m

......\...........\...........\.........\SolveOMP_CBM.m

......\...........\...........\.........\SolvePALM.m

......\...........\...........\.........\SolvePALM_CBM.m

......\...........\...........\.........\SolvePDIPA.m

......\...........\...........\.........\SolvePDIPA_CBM.m

......\...........\...........\.........\SolvePDIPA_CBM_std.m

......\...........\...........\.........\SolveSesopPCD.m

......\...........\...........\.........\SolveSesopPCD_CBM.m

......\...........\...........\.........\SolveSpaRSA.m

......\...........\...........\.........\SolveSpaRSA_CBM.m

......\...........\...........\.........\SolveTFOCS.m

......\...........\...........\.........\SolveTFOCS_CBM.m

......\...........\__MACOSX

......\...........\........\l1benchmark

......\...........\........\...........\._.DS_Store

......\...........\........\...........\._compare_noise_free.m

......\...........\........\...........\._L1Solvers

......\...........\........\...........\L1Solvers

......\...........\........\...........\.........\._.DS_Store

......\...........\........\...........\.........\._SolveOMP.m

......\...........\........\...........\.........\._SolveOMP_CBM.m

......\...........\........\...........\.........\._SolveSpaRSA.m

......\...........\........\...........\.........\._SolveSpaRSA_CBM.m

......\说明.txt