资源列表
SVM-regression-forecasting
- 支持向量机除了可以进行分类预测还可以进行回归预测，源代码为使用支持向量进行回归预测。-In addition to SVM classification can also be predicted regression prediction, the source code for the use of support vector regression to predict.
opnet仿真软件使用方法
- opnet仿真软件使用方法，ppt教程第一部分源码
MOEA
- 几种多目标优化算法集合，包括MOEAD，MOPSO，NNIA，NSGA2等-Several multi-objective optimization algorithm set, including MOEAD, MOPSO, NNIA, NSGA2 etc.
LVQ-neural-network-
- 基于MATLAB上的有关LVQ神经网络的疾病诊断案例-Case disease diagnosis LVQ neural network based on MATLAB
PSO
- 用粒子群算法来实现作业车间调度问题，得到最小的完工时间-Particle swarm algorithm to achieve job-shop scheduling problem, obtain the minimum completion time
psoKmedoid
- 结合粒子群和中心值算法实现数据集的聚类，得到所需要的聚类结果-Particle swarm and the central value of the data set clustering algorithm to obtain the desired clustering results
flocking-code
- 关于多智能蜂拥控制的程序，方便研究生及以上同学学习。-flocking code for graduated students to learn matlab.
TSP_DE
- 基于差分进化算法求解的TSP问题。运用LOV策略，成功将DE应用在离散组合优化问题当中。-Based on differential evolution algorithm for solving TSP problem. Use LOV strategy successfully applied in DE among discrete combinatorial optimization problems.
KinectSDK_GestureDetection
- 基于Kinect的手势识别程序，C#编写-Kinect-based gesture recognition program, C# Prepared
RBF-inverted-pendulum-system
- 利用RBF神经网络对倒立摆系统进行控制，仿真证明能够对倒立摆的位置和速度进行很好的跟踪-By using RBF neural network to control the inverted pendulum system, the simulation prove that the position and speed of the inverted pendulum can be a good tracking
pattern-recogniton
- 对类别不平衡的分类问题的几种算法实现，包括PNN，smote，BP-AdaBoost-Several algorithms for class imbalance classification problem ,including PNN, smote and BP-AdaBoost
GeneticAlgorithm
- 遗传算法实现公交调度问题。自己的课程作业，已调试通过。-Genetic algorithm bus scheduling problem. Their course work has been debugged.