资源列表
Widrow-Hoff-Learning-Algorithm
- 编写了简单的Widrow-Hoff学习算法，绘制学习速率在0.01、0.1和0.5时的误差变化趋势，迭代了5000次，另外一个描绘了三种情况的分解面-It is about the Widrow-Hoff learning algorithm.The algorithm sets three different learnging rate as 0.01,0.1 and 0.5.
Radial-Basis-Function-Network
- 《MATLAB神经网络原理与实例精解》一书配套的径向基神经网络程序示例，含有完整注释。- MATLAB network principles and examples of fine nerve Solutions, a book supporting the radial basis neural network program example, contains the complete comment.
BP_ANN
- 一个用于数值预测的单层BP人工神经网络的c++源程序，可以直接使用，没有使用任何第三方库，开发环境为VS2015专业版。-a simple bp ann with c++,it s a source file you can add it in your project without do other thing,IDE is VS2015PRO.
cx
- 三种ＰＩＤ控制算法的电机速度仿真代码，很有用-Three PID control algorithm of the motor speed simulation code, very useful
ksvm
- 支持向量机，带核函数的支持向量机的代码实现，在聚类算法中实现非线性分类。-Support vector machine code with kernel function SVM implementation, nonlinear classification clustering algorithm.
csp
- 人工智能的约束满足问题，高校自动排课系统，可以根据排课计划自动生成排课安排。-it is a constraint satisfaction problem of AI，it is college auto course arrange system, it can auto genrate course arrange according to course plan.
PSO-RBF
- 粒子群优化RBF网络权值，可以在线训练，好用的程序-Particle Swarm Optimization RBF network weights, online training, easy to use program
PSO_WNN
- 用PSO算法优化小波网络的权值，简单易懂，可以在此基础上作改进-Wavelet Network optimization with PSO algorithm weights, easy to understand, we can make improvements based on this
Neural-fuzzy-predictive-control
- 《神经模糊预测控制及其matlab实现》（第3版）matlab程序,希望对大家有用。-< neural fuzzy predictive control and its matlab implementation > (Third Edition) matlab program, we hope to be useful.
youhuaPSO
- 基于粒子群算优化算法方向图综合技术。通过优化阵列的激励电流大小实现低旁瓣的方向图分布，同时在指定的干扰位置形成具有指定深度的零陷值；着重介绍了对于传统PSO算法易于早熟问题的改进。 -Based on particle swarm optimization algorithm pattern synthesis technology to achieve low sidelobe by excitation current size to optimize array pattern of
color-noise
- 产生自定义的高斯色噪声，用以模拟论文中的高斯色噪声的影响，具有实用的价值。-Generate Gaussian colored noise customized to simulate the impact of paper colored Gaussian noise has practical value.
Ant-Colony-Optimization
- 蚁群算法路径寻优，可以实现三维路径规划，可运行，得到最佳个体适应度变化趋势和寻路径过程。-Ant colony algorithm for route optimization, can achieve three-dimensional path planning, operations, get the best individual fitness trends and find the path process.