资源列表
DE
- 实现差分进化算法的python程序，并提供了一个main.py的实例供参考。(We finish the differential evolution algorithm by python, and provide a simple example for reference.)
FCM.m
- 使用模糊C均值算法对数据集进行聚类分析，效果良好。(The fuzzy C means algorithm is used to cluster the data sets, and the results are good.)
nn-glyunshu
- 以一道例题说明神经网络拟合算法的MATLAB程序代码(To illustrate an example of neural network fitting algorithm MATLAB program code)
R
- 本文分别利用逻辑回归、决策树和随机森林三种模型针对员工是否会过早离职问题进行探究，结果显示三种方法预测结果的精确度依次增加，分别为78.59%、96.8%和 99%，并且三种模型均显示员工演满意度是最重要的特征变量。(Predicting employee turnover)
A算法实现
- 基于人工智能中的A算法，编程并解决旅行商问题(Based on the A algorithm in artificial intelligence, programming and solving traveling salesman problem)
案例28
- 灰色神经网络matlab案例源码，5因素市场预测，可用于小样本预测与估计。(Gray neural network matlab case source code, 5 factors market forecast, can be used for small sample forecasting and estimation.)
TSP
- tsp con algoritmos geneticos
PHA_Clustering
- 聚类算法中PHA_Clustering算法的代码，供大家参考(Clustering algorithm, PHA_Clustering algorithm code, for your reference)
Dating Web
- 利用python语言,通过KNN算法,通过对原始数据的分类,找到最适合的约会目标(Using the python language, the KNN algorithm is used to classify the original data to find the most suitable date target)
BP
- 采用BP神经网络进行训练，将三位二进制数转为一位十进制数。(BP neural network is used for training)
chapter26
- 多目标搜索算法，可以帮助初学者很快地掌握多目标优化算法(Multi object search algorithm, can help beginners quickly grasp the multi-objective optimization algorithm)
fuzzy.m
- 多种标准的模糊覆盖算法，从数据的标准化到覆盖结果输出，程序内容全面完整(It is a example of FCM algorithm where function is complete and complete.)