资源列表
10
- 可以存储任意大整数的类，并且可以进行加法运算(a class which can storage any int num)
optization
- 简单的线性规划问题，利用matlab求解例题，最优解求解，并利用matlab做出图像求解(Simple linear programming, the optimal solution)
ant
- 通过蚁群算法实现路径优化，启发路径优化新方式。(Through the ant colony algorithm to achieve path optimization, heuristic path optimization new way.)
FS
- 对于研究优化算法的朋友有帮助,里面有详细的说明和例子。(algorithm matlab code)
洛伦兹信号
- 自编的洛伦兹信号，可用于降维仿真信号的验证(The self-made Lorenz signal can be used to reduce the dimensionality of the simulation signal verification)
fisher
- 把所有样本都投影到一个方向上，使得类内聚集，类间远离。(Projecting all of the samples in one direction makes the intra class aggregation and the class away.)
mooc01city
- 城市房价预测，mooc课程上作业代码，机器学习(City housing price prediction, MOOC course code, machine learning)
FDM_circular
- 使用有限差分方法解雷诺方程。每行程序都附有中文注释。帮助读者更好的理解此程序。(The Reynolds equation is solved by the finite difference method.)
POLYFIT
- 自己写的一个函数拟合的算法函数，利用了最小二乘法可以拟合相关函数(Write a function fitting algorithm function, the use of the least squares method can fit the correlation function)
多维极值问题
- 算法，遗传算法，主要用于多维极值的共轭梯度法，非常方便好用(Algorithm, genetic algorithm, conjugate gradient method, which is mainly used for multi-dimensional extreme value, is very convenient and easy to use)
PF
- PF(粒子滤波)算法demo，利用简单的例子详细阐述了粒子滤波的原理以及算法过程(PFdemoThe principle and algorithm process of particle filter are described in detail with simple examples)
ACC+NMI+MD
- 用于评价聚类算法的三种常用指标，包括ACC、NMI和MD。主用用于采用获得的标签与已知标准匹配，从而得到分类精度。(The matlab program to evaluate the accuracy of the clustering methods which include ACC, NMI and MD indices.)