资源列表
Batch_reactor_2.m
- 解工业上用于matlab中的batch reactor的问题(solving a problem in batch reator about engineering)
example1
- 运用遗传算法求解函数，进化算法寻找最优值(Using genetic algorithm to solve function)
evaluate_objective
- 利用NSGA-II算法实现水资源配置多目标优化问题——目标函数；(Realization of multi-objective optimization of water resources allocation based on NSGA-II algorithm_objectives;)
initialize_variables
- 利用NSGA-II算法实现水资源配置多目标优化问题——初始变量；(Realization of multi-objective optimization of water resources allocation based on NSGA-II algorithm_initialize variables)
Power_Method
- 利用幂法求矩阵特征值，属于数值解法的一种(Using power method to find eigenvalues of matrices, which is a kind of numerical solution.)
车辆动力性
- 评估车辆动力性，绘制驱动力行驶阻力图，加速度曲线，加速度倒数曲线，爬坡度图等(Evaluate vehicle power, draw driving force resistance diagram, acceleration curve, acceleration reciprocal curve, climb slope map, etc.)
牛顿插值法
- 利用牛顿插值法获取多项式系数，同时绘制插值函数和原函数对比图(Obtaining polynomial coefficients by Newton interpolation method and draw the comparison diagram of the interpolation function and the original function at the same time)
desktop
- aco算法尝试解小范围tsp问题，但误差挺大(ACO algorithm tries to solve small range TSP)
nmi
- 这个包里包含了两个函数，是NMI指标的两种实现方式，nmi_saveTime函数运用了矩阵运算，有效节省了计算时间，可用于数据量大的时候对聚类或者分类算法结果进行评价(This package contains two functions that both achieve the calculation of the NMI index, one of which has applied matrix operation to improve the efficiency so that ca
ORNSA
- 应用阴性选择算法进行数据分类，数据类型可以是任意维度，或者从相关标准网站数据集下载也可(Negative selection algorithm is used to classify data. Data type can be arbitrary dimension or downloaded from relevant standard website data set.)
time series similarity measures
- 这个包里包含了四种常用的时间序列相似性评估算法，包括DTW，LCSS, PLA和PAA，方便学者在进行开展实验时进行对比分析，也可以运用在多种需要评估距离的场景中。(This package includes four common time series similarity measures, including DTW, LCSS,PLA and PAA. This package can be used when the researcher carries out experiment
新建文件夹
- 构建状态观测器的例子 极点配置 希望对大家有些许帮助(An example of building a state observer)