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sobelEdgeDetection.rar
- Sobel算子边缘增强算法,利用梯度下降原理边缘化图象,Sobel operator enhancement algorithms, using gradient descent principle marginalized image
Optimization
- 约束最优化方法--最速下降法(也叫梯度法),是人们用来求多个变量函数极值问题的最早的一种方法。-Constrained optimization methods- steepest descent method (also known as gradient method), is used for multiple variables function Extremum Problems earliest methods.
The_Levenberg-Marquardt_Algorithm
- LM算法 老外写的The Levenberg-Marquardt (LM) algorithm is the most widely used optimization algorithm. It outperforms simple gradient descent and other conjugate gradient methods in a wide variety of problems. This document aims to provide an intuitiv
zuiyouhuashiyanbaogao
- 用MATLAB求解无约束的问题,主要有最速下降法,牛顿法,共轭梯度法,变尺度法(DFP和BFGS法),非线性最小二乘法。 用MATLAB求解有约束的问题,主要是外惩罚函数和广义乘子法。 以及一些对具体问题的分析,MATLAB的代码在文档里都有。 -Using MATLAB to solve the problem of non-binding, there are the steepest descent method, Newton method, conjugate gradie
Unconstrained_optimization
- 压缩包里包含了无约束优化问题常用的几种求解方法的源程序:变量轮换法(variable_rotation.m)、最速下降法(steepest_descent.m)、修正牛顿法(modified_newton.m)、共轭梯度法(conjugate_gradient.m)。另外,coefficient_matrix.m为目标函数系数获得矩阵,minval.m为最小值计算函数,gradient.m为梯度计算函数-Compression bag contains unconstrained optimiz
Nonlinear_Programming
- 非线性规划中的最陡下降法、BFGS方法和共轭梯度法matlab源程序(3-拟牛顿BFGS方法).m-Non-linear programming in the steepest descent method, BFGS and conjugate gradient method matlab source code (3- Quasi-Newton BFGS method). M
gradient-descent
- 本程序用C++语言实现了梯度下降的功能-Program for the degree of gradient algorithm
Gradient
- 利用梯度下降算法实现二分类,适合初学模式识别的人-Gradient descent algorithm using two categories, one for beginners pattern recognition
mpeg-encoder
- MPEG1编码器四种运动估计算法全搜索算法,梯度下降法,菱形搜索算法,四步法-MPEG1 encoder four kinds of full search motion estimation algorithm algorithm, gradient descent method, diamond search algorithm, four-step
Newton
- 压缩包里包含了无约束优化问题常用的几种求解方法的源程序:变量轮换法(variable_rotation.m)、最速下降法(steepest_descent.m)、修正牛顿法(modified_newton.m)、共轭梯度法(conjugate_gradient.m)。另外,coefficient_matrix.m为目标函数系数获得矩阵,minval.m为最小值计算函数,gradient.m为梯度计算函数-Compression bag contains unconstrained optimiz
cg-descent
- 用共轭梯度下降算法 求解图像压缩感知 并进行比较-Conjugate gradient descent algorithm for image compression and compared perception
Gradient-descent
- This the gradient method for unconstraighted unlinear.-This is the gradient method for unconstraighted unlinear.
gradient-descent_Iris
- 鸢尾花数据梯度下降,实现鸢尾花数据的分类,包含批算法和普通算法-Iris Data gradient descent, to classify iris data, including batch algorithm and the general algorithm
gradient
- 梯度下降算法的matlab代码实现Gradient descent-Gradient descent algorithm matlab code
Gradient-method
- 程序采用梯度下降法求解函数最小值,函数系数矩阵分别为50x50和100x100,梯度下降法中,同时采用了精确直线搜索和回溯直线搜索,并比较了两种方法的收敛速度,用图形表示。文件里面有具体问题描述。-Program uses a gradient descent method for solving the minimum, function coefficient matrix are 50x50 and 100x100, gradient descent method, while using
gradient-descent
- 这是用于对球体重力进行反演的程序,所用算法是最速下降法-This is for the sphere of gravity inversion procedure, the algorithm used is the steepest descent method
gradient
- 基于 matlab的梯度下降算法的例程,有说明,调试可用-Gradient descent algorithm based on matlab routine, there are instructions, Commissioning Available
Linear_Regression_With_Multiple_Variables(1)
- Linear regression with Gradient descent, Credit: Andrew Ng
file1
- 机器学习基础之梯度下降算法的matlab源代码(Machine learning basis of the gradient descent algorithm matlab source code.)
A1
- 基于梯度下降的推荐算法, 数据库来自neflix网站所注册的用户。(recommendation algorithm based on gradient descent)