资源列表
神经网络及数据
- 使用神经网络预测销量，包括数据预处理、输入数据变换、神经网络训练及使用。包括数据集(Use neural network to forecast sales volume, including data preprocessing, input data transformation, neural network training and use)
主要是基于柔性作业车间调度的遗传算法求解
- 主要用于作业车间调度的遗传算法求解，研究的问题是柔性作业车间(It is mainly used to solve the genetic algorithm of job shop scheduling. The research problem is flexible job shop)
Matlab多目标优化遗传算法源程序很好的应用案例
- 与常规的单目标遗传算法求解不同，该算法考虑两个目标函数的遗传算法(Different from the conventional single objective genetic algorithm, this algorithm considers the genetic algorithm of two objective functions)
NSGA2车间调度算法
- 该算法是一般NSGA2在车间调度问题上的应用(This algorithm is the application of general NSGA2 in job shop scheduling problem)
cuckoo search
- 布谷鸟搜索的算法,其中，cs_spt.m为主程序，fobj.m为目标函数(The algorithm of cuckoo search,in which CS _SPT is the main program and fobj is the objective function .)
Matlab Mechanical Design
- 涵盖机械设计课程设计的几乎所有内容，如执行机构（连杆、滑块等）、传动机构（带、链、齿轮、蜗杆、轴、轴承等）的设计与校核。(Covers almost everything in mechanical design course design, such as the design and verification of actuators (links, sliders, etc.) and transmission mechanisms (belts, chains, gears, worms
动力学方程求固有频率matlab
- 在动力学方程中，有质量和刚度求解固有频率。
can_use_kmeans
- K-means对iris数据集进行分类，可画出3维分类图(K-means to classify iris data set)
matlab.mat
- 在智能算法中，topsis是多准则决策下的应用方法之一。常用于多目标选择(One of the application methods of multi criteria decision)
nirslab
- 近红外处理分析工具包，基于matlab，界面化操作简单易懂。
蚁群算法路径规划
- 通过蚁群算法实现TSP问题的路径规划，找到最短距离，减少不必要的能量消耗
无迹卡尔曼滤波
- 采用无迹卡尔曼滤波跟踪飞机飞行轨迹，文件中提供数据和MATLAB程序(Tracking the flight path of the aircraft with unscented Kalman filter, data and matlab program are provided in the document)