资源列表
fuzzy-control
- 模糊控制实现温区的恒温控制,里面给出的是一个例子-Fuzzy control thermostatically controlled temperature zones, which gives an example
SAPSO
- 对粒子群算法的改进,利用一种名为自适应权重粒子的方法来更新粒子速度和位置,用来解决静态单目标优化问题-It is the improved particle swarm optimization algorithm. It introduced a kind method named adaptive weight to update the position and velocity of the particle. It can be used for handling single obj
mapso
- 基于mapso的鲁棒PID控制算法,针对控制系统的PID优化- Optimal PID Controller Based on Multi-Agent Particle Swarm Optimization Algorithm
bpiris
- bp神经网络对iris数据进行分类,已含iris.data-BP neural network for classification of iris data, including iris.data
libsvm_X64CouldUse
- windows 64位下编译好的libsvm,可以直接使用 svmpredict.mexw64和svmtrain.mexw64文件-windows 64 bit The following compiled libsvm, can be used directly svmpredict.mexw64 and svmtrain.mexw64 file
LSMI
- 最小二乘互信息估计法,基于最小二乘法来直接估计互信息。-least-square MI estimator
MutualInfo
- 用非参数估计的方法(核密度估计)来估计互信息-Nonparametric estimation method (kernel density estimation) to estimate the mutual information
PIDalgorithm
- 使用c完成的PID控制算法,实现对温度的有效控制-PID control algorithm using C, realize the effective control of temperature
ant-colony-algorithm
- 蚁群算法的最短路径搜索,能够在栅格法的图形中自动找到最优路径-Shortest Path ant colony algorithm searches
BP
- bp神经网络本构,我们通过bp神经网络处理实验数据,来拟合本构关系曲线。-bp neural network constitutive, we deal with the experimental data by bp neural network to fit the constitutive relation curve.
Electricity-Price-Forecasting
- 简单的用神经网络实现电价曲线的拟合,实现电价的预测-Simple realization price curve fitting using neural network to achieve price forecast
BPNN.py
- BP全称为Back Propagation,意思为反向传播,该方法是用来对人工神经网络进行优化的,即误差反向传播算法。-BP full name is Propagation Back, mean back propagation, the method is used to optimize the artificial neural network, that is, the error back propagation algorithm.