资源列表
拟合圆
- 根据X和Y两组数据，将两组数据在X-Y平面上最小二乘法拟合出圆(According to X and Y two sets of data, the two sets of data in the X-Y plane, the least square method of fitting the circle)
SVD.m
- 利用SVD实现item-based CF: 优点： 简化数据，去除噪声，提高算法的结果 缺点： 数据的转换可能难以理解 适用数据类型： 数值型数据(Svd decomposition plays an important role in the decomposition of eigenvalues of high-dimensional data, while using low-dimensional data for approximate approximation)
BNB20_new
- 建立有约束条件的非线性规划方程组，用MATLAB解决问题(Solving nonlinear programming problems)
2010full遗传与蚂蚁-此程序包文件名都要改成小写
- 所用的遗传算法的MATLAB代码以及ppt教程，大家可以参考参考(MATLAB code used in the genetic algorithm, as well as ppt tutorial, we can refer to reference)
precrptron
- 这是自己参照统计学习书（李航著）中感知机算法编写的MATLAB仿真代码，代码包含数据输入和实现过程以及实现结果，可为学习感知机算法的相关人员提供参考。(This is according to his statistical learning book (Li Hang) MATLAB simulation code prepared by the perceptron algorithm, the code contains data input and process and the res
nativebayes
- 这是我参照统计学习书（李航著）中贝叶斯算法伪代码实现的MATLAB仿真代码，代码全是自己写的，完全按照书中书写，代码包含完整运行实例，可以直接运行，代码还包含一定的步骤说明，新手可以参考说明读懂代码。(This is my reference book of statistical learning (Li Hang) MATLAB simulation code Bayesian algorithm pseudo code implementation, the code is written
kdtree
- 参照统计学习（李航著）一书实现的MATLAB仿真代码，代码包含main主函数和kd搜索算法以及相应的数据输入，整个代码实现完整，可以直接运行。(Reference statistics learning (Li Hang) a book to achieve the MATLAB simulation code, the code contains the main main function and KD search algorithm, and the corresponding data
mathematical modeling
- 文件包含了多种现代优化算法，如神经网络，模拟退火，禁忌搜索等智能算法。同时还有一些数学建模的相关的matlab实现。(The document contains a variety of modern optimization algorithms, such as neural networks, simulated annealing, tabu search and other intelligent algorithms. At the same time, there are some
decision_tree
- 自己用matlab实现的决策树仿真的代码，决策树代码包含ID3算法和C4.5算法，算法原理可以参照统计学习（李航著）,具体代码编写部分参照网上博客。实现结果用matlab的treelayout实现，模拟树形实现最大程度图形化还原，可以为学习相关算法的朋友提供参考。代码包含相应的主函数和两个决策树函数，具体可参考文字示意。(Reference statistics learning (Li Hang) a book to achieve the MATLAB simulation code, th
王盛世 柏崇涛(Lorenz系统）
- Lorenz系统，找到Lov的最大值，并画出图像(It's about Lorenz system, and how to find the max volum of Lov of the Lorenz system)
06939248
- psat paper on solar pv stability matlab
07506673
- large scale solar pv grid tied psat