资源列表
PSO-MPID
- 该代码为基于pso算法优化的PID神经网络的系统控制算法-This code is based on pso algorithm to optimize PID control algorithm of the neural network system
FCM-GRNN
- 该代码为基于FCM-GRNN的聚类算法,代码完整，可以运行-The code for clustering algorithm based on FCM- GRNN, code complete, can run
RBF-example
- RBF神经网络MATLAB编程源代码，包含样本产生、训练、预测-RBF neural network and MATLAB programming source code, including the sample, training, prediction
robotsoccer
- 这是一个足球机器人附轮速值，击球到定点，以及预测球的源码，是比较先进的源码-This is a soccer robot attached wheel speed value, to fixed-point shot, and the ball prediction source code, the source code is more advanced
robotsoccer2
- 此为5v5实体足球机器人进攻函数，多种情况都有对应的策略，非常厉害- This entity is 5v5 soccer robot attack function, a variety of cases, there is a corresponding strategy, very powerful
kalman
- 简单的用MATLAB实现了卡尔曼滤波算法，便于初学者理解卡尔曼滤波-Simply use MATLAB to achieve a Kalman filter, easy for beginners to understand Kalman Filter
ckn-matlab-v1.0-svn2014-11-19.tar
- Convolutional Kernel Network 算法原码-Code of Convolutional Kernel Network. Used for feature extraction and classification, LEAR France
ridge
- 这段代码可以实现机器学习中的岭回归。自行添加高斯噪声后对每个数据集的七阶多项式用不同的值λ进行岭回归-Perform ridge regression on each dataset with 7th order polynomial with different value λ.Add Gaussian noise.
perceptron
- 实现机器学习中的感知机学习的原始形式和对偶形式，并且用训练数据来检测-Implement the learning algorithms for perceptron in both the original form and the dual form.Test it for the training data.
classify
- 用大数据来训练一个朴素贝叶斯分类器，并且在分类器中加入α=1的拉普拉斯平滑。-Use the data given in table to train a naive Bayes classifier and test it.Add Laplace smoothing into the classifier with α=1,and test angin.
FNN
- 一个模糊神经网络的例子，供大家学习，参考-A fuzzy neural network for example, for everybody to learn and reference
PICEAgMATLAB
- PICEA-g是一种有效智能多目标优化算法，算法性能，特别是在高维多目标优化问题上，优于传统的NSGA-II以及MOEA/D算法。并且算法无需额外的参数设置，简单易用。 -PICEA-g is a competitive multi/many-objective optimizer. Its performance is better or comparable to the state-of-the-art algorithms such as NSGA-II and MOEA/D on