资源列表
VartiryPSO
- 粒子群优化算法的基本思想是通过群体中个体之间的协作和信息共享来寻找最优解. PSO的优势在于简单容易实现并且没有许多参数的调节。目前已被广泛应用于函数优化、神经网络训练、模糊系统控制以及其他遗传算法的应用领域。-The basic idea of Particle Swarm Optimization (PSO) is to find the optimal solution by cooperating and sharing information among individuals.
data
- 随机森林算法的构造过程:1、通过给定的原始数据,选出其中部分数据进行决策树的构造,数据选取是”有放回“的过程,我在这里用的是CART分类回归树。 2、随机森林构造完成之后,给定一组测试数据,使得每个分类器对其结果分类进行评估,最后取评估结果的众数最为最终结果-Random Forest algorithm construction process: 1, by a given raw data, which part of the decision tree data structu
simulationCode
- 用python实现的最优路径选择算法。可运行,功能强大,值得学习!-Optimal path selection algorithm with python implementation. Can run powerful, it is worth learning!
surveyor
- webot仿真机器人软件上,实现的机器人避障算法-SimuroSot in webot software to realize the robot obstacle avoidance algorithm,
leaf
- 模拟植物生长算法的分形树源程序,根据迭代次数的不同获得一株完整的植物生长图-The plant growth simulation algorithm of the fractal tree source code, modified according to the different number of iterations to obtain a complete plant growth chart
BP_Differ_Train
- BP神经网络算法用来拟合加噪信号,并以动量梯度下降算法和减少内存的Levenberg-Marquardt算法两种训练方法进行该实例下的性能对比-BP neural network algorithm used to fit the noise signal, and to reduce the momentum gradient algorithm and memory Levenberg-Marquardt algorithm two training methods to compare t
DICLASS
- 各种不同的额分类器,带有交叉检验功能。并且含有最新的ELM函数-Different Classifier
lecture13-SVMs
- TUTORIAL FOR LEARNING SVM
SVM-TUTORIAL
- MACHINE LEARNING TUTORIAL
fSVMppt
- PPT explaining fuzzy SVM
singleneuronPID
- 单神经元PID算法的m代码,可直接运行。-Single neuron m algorithm PID code, can be directly run.
CMAC
- 小脑神经网络结合PID算法的m代码,可直接运行-Cerebellar neural and PID algorithm in m code, can be directly run