资源列表
1
- 基于神经网络的故障检测，首先利用了pca进行了数据预处理，然后输入到神经网络中(In fault detection based on neural network, the data are preprocessed by using pca, and then input into the neural network.)
第十章粒子群
- 对多峰搜索问题提出了一类动态微粒群算法,该算法通过变换函数将多峰问题中的所有峰变为等高峰(A kind of dynamic particle swarm optimization (DPSO) algorithm is proposed for multi-peak search problem. The algorithm transforms all the peaks in multi-peak problem into equal peaks by transforming funct
FNN
- 使用PSO和GSA融合算法，训练FNN参数，但是速度较慢，希望大家提些意见，谢谢。(Using PSO and GSA fusion algorithm to train FNN parameters, but the speed is slow. Hope you can make some comments. Thanks.)
配置分布式tensorflow
- 将一个大的任务分配给多个电脑运行的实例，需要自取(Assigning a large task to multiple instances of computer operation)
simulate
- 利用有记忆的模拟退火算法求解非线性整数规划问题，在考虑到购物要求、分布均衡要求、经济效益、潜在利益、就业效益的情况下如何在北京奥运会主场馆周边地区建设商业点，满足奥运会期间的购物需求、分布基本均衡和商业上盈利。(The memory simulated annealing algorithm is used to solve the non-linear integer programming problem. Considering the shopping requirements, dis
Gobang
- 该程序用matlab编写了简单的五子棋程序，有棋盘UI，通过鼠标点击棋盘落子。(The program uses MATLAB to write a simple chess program, which has a chessboard UI and clicks on the chessboard through the mouse.)
12.XGBoost代码
- 压缩文件里有xgboost算法的源代码，可以直接运行，帮助初学者(Compressed file contains the source code of xgboost algorithm, which can run directly to help beginners.)
小波神经网络
- 小波神经网络动量修正的matlab仿真程序
tensorflow实现3DCNN
- 使用TensorFlow框架实现3DCNN的编写，具体内容可看代码，是自己跑过的，在GITHUB上面下载的，分享给大家。
Deep-Belief-Network-for-Regression-master
- 利用深度置信网络进行回归建模(Regression Modeling Using Deep Belief Network)
收费站的元胞自动机
- 使用元胞自动机来模拟仿真收费站的道路情况，实测可用(Cellular automata is used to simulate the road conditions of toll stations. The measured results are available.)
多输入多输出RBF神经网络MATLAB程序
- 多输入多输出的RBF神经网络训练MATLAB程序(RBF Neural Network Training with Multiple Input and Multiple Output)