
Algorithms
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Introduce to Algorithms
MadJieJie
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凸优化算法—坐标下降法(Coordinate Descent Method)& 分块坐标下降法(Block Coordinate Descent Method)
DirectoryCoordinate Descent MethodBlock Coordinate Descent MethodCoordinate Descent MethodConditions Required: The objective function is differentiable and smooth.The coodinate descent method is not a gradient optimal method. The method can find the..原创 2021-07-25 15:38:51 · 4848 阅读 · 2 评论 -
凸优化算法-无约束问题-下降法(Descent Methods)
Directory1. Descent Methods2. Gradient Descent MethodInterpretation of GDMDifferential(1) the differential of one variable(2)the differential of variables(3)Gradient3. Batch gradient descent Method4. Stochastic gradient descent Method5. Mini-Batch Gradie..原创 2021-07-16 17:00:34 · 927 阅读 · 1 评论 -
交替方向乘子法(Alternating Direction Method of Multipliers, ADMM)
一、 Optimization ProblemThe normal optimization problem isminxf(x)\min_{x} f(x)xminf(x)where the xxx is optimization variance. By optimizing xxx, the function f(x)f(x)f(x) can be minimized.Actually, xxx need to be constrained by equations or inequatio原创 2021-05-16 16:56:04 · 536 阅读 · 0 评论 -
Machine Leanring - Q Learning
1、原著 2、翻译原创 2018-07-31 11:13:39 · 687 阅读 · 1 评论 -
基于比较的排序算法
常用的排序算法总结插入排序时间复杂度:O(n^2)实现思路:(1) 设置基准数a[0],将待插入纪录的值赋值给a[0];(2) 设置开始查找的位置moveInd;(3) 在数组中进行搜索,搜索中将第moveInd个纪录后移,直至a[0].value≥a[moveInd].value为止;(4) 将a[0]插入a[moveInd+1]的位置上。/****************************原创 2017-03-31 10:09:15 · 885 阅读 · 0 评论