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Matlab-Regularization-Tools-Hansen1998.tar
- Hansen最新（2008）修订后的关于反演正则化方法的电子书与相应Matlab程序
thin_plate.rar
- 薄板样条，一种很好的拟合曲线的方法。是最近比较常用的拟合方法。,thin plate spline is so nice fitting method. Features: (1) support arbitrary control points (2) allow regularization (3) estimate the warp parameters from corresponding pairs
bp.example
- 采用动量梯度下降算法训练BP网络，采用两种训练方法，即 L-M 优化算法（trainlm）和贝叶斯正则化算法（trainbr），用以训练 BP 网络-Gradient descent algorithm using momentum BP network training, using two training methods, namely, LM optimization algorithm (trainlm) and Bayesian regularization algorithm (t
Kernel-Adaptive-Filtering
- This book presents a comprehensive and unifying introduction to kernel adaptive fi ltering. Adaptive signal processing theory has been built on three pillars: the linear model, the mean square cost, and the adaptive least - square learning algo
L1General
- L1General是一个求解各种L1-正则化问题的Matalb程序。详细说明可参考：http://www.di.ens.fr/~mschmidt/Software/L1General.html -L1General is a set of Matlab routines implementing several of the available strategies for solving L1-regularization problems.
Regularization-Method
- 正则化方法包括Tikhonov，tsvd,ttls,tgsvd,csvd-Regularization Method include Tikhonov，tsvd,ttls,tgsvd,csvd.
jacobizz
- 雅克比矩阵转正程序，用于常规有限元网格生成后的初始网格检查，评价网格生成的结果。-Jacobian matrix regularization procedure for the conventional finite element mesh generation of the initial grid inspection, evaluation of the results of mesh generation.
Tikhonov
- 地球物理反问题中带约束的Tikhonov正则化方法的应用-applications of constrained regularization method
Linear_solver
- Matlab，线性方程组求解典型算法，含共轭速降法（大规模矩阵），一种正则化方法（处理病态矩阵），含相应算例与user guide-Matlab, solving linear equations typical algorithms the conjugated downhill Act (mass matrix), a regularization method (treatment of morbid matrix) containing the corresponding numeric
solver
- regularization solver by Tikhonov method
Regularization-package
- 正则化方法求解病态问题工具包，非常强大~~~~~~~~其中包含直接解法和迭代解法，共十余种。-Regularization method for solving ill-posed problem toolkit, very powerful ~ ~ ~ ~ ~ ~ ~ ~
primal_dual
- 全变差求解病态线性方程组的算法说明及其Matlab上的实现代码，在反演问题中常常会用到，全变差正则化具有边界识别强的特点，在图像去噪和恢复方面很有价值！-Total Variation solving ill-conditioned linear equations Matlab algorithm descr iption and implementation code on the inverse problem will often be used, total variation reg
regularization
- 反问题正则化工具箱，用于线性不适定问题的计算。-regularization toolbox for computation of linear ill posed problems.
Matlab-regularization-tool
- 求解病态方程的matlab 正则化工具箱，含说明-The matlab toolbox for regularizing the ill-posed problem, including the instructions
CoGEnT_v1
- Forward - Backward Greedy Algorithms for Atomic Norm Regularization-Forward- Backward Greedy Algorithms for Atomic Norm Regularization
meridian
- image denoising by method proposed in signal processing paper(Salt-and-Pepper Noise Removal by Median-Type Noise Detectors and Detail-Preserving Regularization).
L_CURVE
- 利用L曲线来确定正则化参数的程序，L曲线来确定正则化参数-Use L curve to determine the regularization parameters of the program，L curve to determine the regularization parameters
OVM
- A Dynamical Tikhonov Regularization for Solving Ill-posed Linear Algebraic Systems.pdf，以上论文提出的求解病态线性方程组的一种较新梯度下降法-A Dynamical Tikhonov Regularization for Solving Ill-posed Linear Algebraic Systems.pdf, more than one paper proposes solving ill-conditi
pr_reg
- 多种最优化方法的集合函数，包括吉洪诺夫正则化算法等。(mutilple method for inverse problem, mainly to solve ill-conditioned system of linear equations.including Tikhonov regularization method.)
m file
- simpson method and the other regularization method