资源列表
机器学习算法实现
- 实现主流机器学习算法，代码经过检验，都能跑的通。(Implementing Mainstream Machine Learning Algorithms)
ukf-ekf
- MATLAB UKF 程序，ukf与ekf比较程序(matlab program ukf ekf)
模型预测控制
- 预测控制算法matlab仿真，采用的是二阶系统，本程序是动态矩阵控制的简单仿真(Predictive control algorithm, matlab simulation, USES a second order system, this procedure is a simple simulation of dynamic matrix control)
HYPENS
- Petri网仿真工具。。。。。。。。。。。。。。。(Petri Ney simulation tool)
autoencoder
- 自编码的代码实现，运用在MNIST数据集上，打包文件。(auto encoder code implementation, using in MINIST data sets, packaging files.)
D-S 多传感器信息融合 matlab实现
- D-S证据理论数据融合算法基础程序，可改(he matlab implementation DS evidence theory code to achieve)
PSO单时段机组寻优
- 采用粒子群算法对单时段的机组组合进行寻优。(Particle swarm optimization (PSO) is used to optimize unit commitment in a single period of time.)
PSO_Garver6网架规划（交流）
- 采用粒子群算法结合MATPOWER对GARVER-6配电网系统进行交流潮流计算并进行网架规划(AC power flow calculation and grid planning for GARVER-6 distribution system using particle swarm optimization and MATPOWER)
PSO_Garver6网架规划（直流）
- 采用粒子群算法对GARVER-6节点配电网络进行直流潮流计算(DC power flow calculation of GARVER-6 node distribution network using particle swarm optimization)
人工智能简史-尼克 著
- 人工智能简史是一本经典的好书，编写人工智能的程序时别忘了了解一点简史对编程有好处！(Brief History of Artificial Intelligence is a classic good book. When writing programs of Artificial Intelligence, don't forget to know a little history is good for programming.)
BlackScholes
- 期权定价模型与数值方法 BS公式隐含波动率计算(Option pricing model and numerical method Calculation of Implicit Volatility of BS Formula)
MPC-fleet-control-master避障
- 用于解决多机器人编队的避障的MPC-fleet算法(MPC-fleet algorithm for solving obstacle avoidance of multi-robot formation)