资源列表
卷积网络matlab实现
- 用卷积神经网络（CNN）进行人脸识别，matlab编程，可用。(Convolutional neural network (CNN) is used for face recognition, and MATLAB programming is available.)
遗传算法的MATLAB实现
- 用MATLAB实现的遗传算法，解决函数优化问题，以Rosenbrock的测试函数为例
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.)
小波神经网络
- 小波神经网络动量修正的matlab仿真程序
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.)
DE
- 差分进化算法 可以通过该算法进行参数的寻优化，并结合其他建模算法对参数进行拟合(The differential evolution algorithm can be used to optimize the parameters and to fit the parameters with other modeling algorithms)
六自由度机械臂控制系统设计与运动学仿真
- 北京工业大学硕士学位论文六自由度机械臂控制系统设计与运动学仿真姓名:马江申请学位级别:硕士专业:模式识别与智能系统指导教师:孙亮0090501摘要摘要机械臂作为机器人..(Design and Kinematics Simulation Name: Ma Jiang Applied Degree Level: Master Specialty: Instructor of Pattern Recognition and Intelligent System: Sun Liang 0090501