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求解l1优化问题,在压缩传感中有应用,概算发可以求解三个模型:BP,BPDN和约束版本-Solves L1 problems arsing from Compressive sensing, compressive sampling and sparse optimization
Update : 2025-02-19 Size : 1kb Publisher : 杨俊锋

附件代码为正交匹配追踪的源程序,用matlab编写,程序简单实用。-Annex code orthogonal matching pursuit of the source, written with matlab, the program is simple and practical.
Update : 2025-02-19 Size : 67kb Publisher : miaoguijun

DL : 1
用交替方向乘子法来求解L1正则化问题、BP问题、BPDN问题的一种算法-An algorithm for solving the L1 regularized problem, BP issue BPDN problem with alternating direction multiplier method
Update : 2025-02-19 Size : 5.58mb Publisher : yangzhenzhen

该算法可以有效解决BPDN,BP以及Lasso问题- SPGL1 is a Matlab solver for large-scale one-norm regularized least squares. It is designed to solve any of the following three problems: 1. Basis pursuit denoise (BPDN): minimize ||x||_1 subject to ||Ax- b||_2 <= sigma, 2. Basis pursuit (BP): minimize ||x||_1 subject to Ax = b 3. Lasso: minimize ||Ax- b||_2 subject to ||x||_1 <= tau,
Update : 2025-02-19 Size : 60kb Publisher : kaka

DL : 1
基于字典学习的匹配追踪算法,可以用来稀疏表示信号。包含matlab书和代码-Atomizer is a package of Matlab routines for atomic decomposition of signals in various dictionaries
Update : 2025-02-19 Size : 2.83mb Publisher : sqsjs

DL : 0
some sparse solvers sparselab OMP,B PDN,-some sparse solvers sparselab OMP,BP,BPDN,...
Update : 2025-02-19 Size : 55kb Publisher : mo

DL : 0
SPGL1,matlab toolbox 用于求解大尺度的L1范数的优化问题:BPDN,BP,LASSO。目前,这个是最新版本1.9.-SPGL1 is a Matlab solver for large-scale one-norm regularized least squares. It is designed to solve any of the following three problems:BPDN,BP,LASSO.SPGL1 relies only on matrix-vector operations Ax and A^T y and accepts both explicit matrices and functions that uate these products. SPGL1 is suitable for problems that are in the complex domain.
Update : 2025-02-19 Size : 70kb Publisher : 贝克汉公

Matlab 工具包,用于求解基追踪(BP)问题和基追踪去噪(BPDN)问题(Matlab toolbox , to solve Basis pursuit(BP) problems and Basis pursuit denoising(BPDN) problems)
Update : 2025-02-19 Size : 126kb Publisher : daoguang
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