资源列表
卡曼滤波代码
- 卡曼滤波，用于线性和非线性系统分析，体现在时间序列的预测上。(kalman filter code,it can be use in linear or no-linear system)
MATLAB SIMULINK建模与仿真实例精讲
- MATLAB模拟仿真算法，主要是机器人运动学方面仿真(MATLAB simulation algorithm)
DE
- 差分算法，差分进化算法DE与遗传算法GA非常类似，(differential evolution)
kmeans
- 可以直接拿来用 python2.7 在数据挖掘中，K-Means算法是一种 cluster analysis 的算法，其主要是来计算数据聚集的算法，主要通过不断地取离种子点最近均值的算法。(In the data mining, K-Means algorithm is a cluster analysis algorithm, which is mainly to calculate the data aggregation algorithm, mainly through the con
prefixspan-master
- The licenses for most software and other practical works are designed to take away your freedom to share and change the works. By contrast, the GNU General Public License is intended to guarantee your freedom to share and change all versions of a
knnimplementation
- 自己编写的KNN算法，不用工具包就可实现。kNN算法的核心思想是如果一个样本在特征空间中的k个最相邻的样本中的大多数属于某一个类别，则该样本也属于这个类别，并具有这个类别上样本的特性.(The core idea of the kNN algorithm is that if the majority of the k most neighboring samples of a sample in the feature space belong to a particular category
ELM
- 极限学习机，建立人工智能模型，有学习和分类的作用(Extreme learning machine, the establishment of artificial intelligence model, the role of learning and classification)
BPprograme
- 最基本的人工智能算法，有详细备注，挺全的(The most basic artificial intelligence algorithm, there are detailed remarks, pretty whole)
OFDM resource allocation
- OFDM resource allocation for (single user) using greedy algorithm. the function of greedy algo. is written in C. so, one need to set up a compiler in matlab.
D和A算法
- 简单的路径规划问题中的Dijkstra和A*算法(Dijkstra and A* algorithms for simple path planning problems)
简单函数优化的遗传算法程序
- 遗传算法基础的几个function，可以先看看，对遗传算法有个大概认识。 对建模很有帮助。(functions about genetic algorithm, using matlab)
WD
- 基于小波变换的蛋白质折叠速率预测,matlab编写，还可以应用于其他领域(Protein folding rate prediction based on wavelet transform, written in MATLAB, can also be applied to other fields)