资源列表
chapter2
- 人工神经网络的实例，这个也是BP网络的简单例子，初学适用-Instance of the artificial neural network, this is a simple example of the BP network, beginner applicable
chapter4
- 人工神经网络遗传算法函数极值寻优，适合初学者学习用-Artificial neural network, genetic algorithm function extremum optimization, suitable for beginners to learn to use
chapter5
- 此代码为BP网络的强预测网络的预测代码，适合初学者学习-This code is a strong predictor of the BP network network prediction code, suitable for beginners to learn
position_PID
- 位置式PID控制：指最一般意义上的PID控制，对于一般系统能够实现常用控制。-Positional PID control: refers to the most general sense of the PID control for the general system to achieve common control.
bayes
- 用c++采用pnl实现的简单贝叶斯网络的构建（说明很详细）-C++ using pnl to achieve a simple Bayesian network build (very detailed)
MultilayerPerceptronforRegression
- 完成一个MLP(Multlayer Perceptron), 并且以此来完成一个regression任务。 比较了固定学习步长和自适应学习步长时的不同效果。-Implement a MLP and apply it to a regression task. Compare the results between the fixed learning rate and adaptive learning rate.
conjugategradientmethode
- 比较了三种学习方法 1 gradient descent 2 steepest descent with line search 3 conjugate gradient method. 三种方法都在一个.m文件中被实现。-compare three learning methods: 1 gradient descent 2 steepest descent with line search 3 conjugate gradient method.
Intelligence-optimization-codes
- 智能优化算法汇总C语言大礼包 粒子群算法程序，是一种智能优化算法，1995年提出；-PSO algorithm
B
- 实现用已有的数据的预测未来的数据，比如股价走势等，且预测质量高-It s can predict,and It has high quantity
pid
- PID算法资料，有位置式PID、增量式PId、模糊PId等-PID algorithm data
Apriori
- 数据挖掘算法中的重要算法之一关联规则算法Apriori算法的实现，对于数据挖掘的初学者来说，是一个很好的学习资料。-this is a perfect studying resource for new learner of data mining .
TLS_SVMlabh
- 最基本的最小二支持向量机算法程程序比较完整，比较经典.-The most basic of least squares support vector machine algorithm process procedure is complete, more classic.