资源列表
GAaPSO
- 遗传-粒子群算法 PSO-GA算法 解决多目标优化算法问题，针对最优解求解可得到更好的解，接近最优的目标值。(Genetic algorithm (PSO) PSO-GA algorithm is used to solve the multi-objective optimization problem, and the better solution is obtained for the optimal solution, and the near optimal target valu
Class_3_Code
- 将concrete_data.mat文件导入到MATLAB中，其中attributes为影响混凝土抗压强度的7个输入变量，strength为混凝土的抗压强度，即输出变量； 将整个数据集中的103个样本随机划分为训练集与测试集，其中训练集包含80个样本，测试集包含23个样本； 将训练集与测试集数据进行归一化； 建立BP神经网络，并训练； 利用训练好的BP神经网络对测试集中的23个样本的抗压强度进行预测； 输出结果并绘图（真实值与预测值对比图）(The concrete_data.mat
SOM神经网络的数据分类--柴油机故障诊断
- 根据燃油压力波的特性，完成柴油机故障诊断分类。(According to the characteristics of the fuel pressure wave, the diesel engine fault diagnosis is completed.)
tensorflow-cnn
- 基于TensorFlow的mnist数据集识别，使用CNN的方法，采用梯度下降学习(MNIST data set recognition based on TensorFlow, using CNN method, using gradient descent learning)
BPPIDspeed
- 神经网络BP PID 控制双闭环直流电机(Neural network, BP, PID control, double closed loop, DC motor)
斯坦福大学机器学习课程原始讲义
- 斯坦福大学机器学习课程原始讲义, 很经典的课程，机器学习入门(Stanford University machine learning course original handouts, very classic courses, machine learning portal)
PSO-RBF
- 粒子群优化算法智能优化RBF神经网络~~~~~~~~~~~~~(Intelligent optimization, BP neural network)
basicABC
- 基本人工蜂群算法，带中文注释 可以用来求解优化问题，也可在此基础上改进(Basic Artificial Bee Colony Algorithm with Chinese Notes Can be used to solve the optimization problem can also be improved on this basis)
Dioderectifier
- 坛Simulink物理建模板块发表的帖子:隔离型双向全桥DCDC谐振变换器... 我的已经仿真可以了,变压器有点问题,PWM正确的移相发生器我已经(Altar Simulink physics modeling board posted post: isolated two-way full bridge DCDC Resonant Converter... My simulation has been possible, the transformer has some problems, P
CS_BP_OK-low
- 使用布谷鸟算法优化BP神经网络进行分类。替换数据即可使用。(The BP neural network was classified by using the cuckoo algorithm. Replacement data can be used.)
bp
- python 实现的bp神经网络预测，数据已经有，可以直接替换，叠加次数还有步长可以自己设置。(Python implementation of BP neural network prediction, the data already has, can be directly replaced, the number of overlap, there are steps you can set yourself.)
深度学习的pdf
- 深度学习的pdf版本，也许下载后对你有用，你值得拥有。(Learn the pdf version in depth, maybe after downloading it is useful to you and you deserve it.)