资源列表
1985489NSGA-II
- 经典的多目标源代码，配有论文说明，供大家学习！(nsga_2 for multi-objective)
python
- 机器学习的一种算法————局部加权投影回归（LWPR）Python程序(An algorithm for machine learning -- the local weighted projection regression (LWPR) Python program)
计量经济学与matlab
- LDA数学与经济学 matlab 高级统计学(LDA mathematics and economics matlab advanced statistics)
Regression
- 利用SVM进行回归分析，内含测试数据和代码(Using SVM for regression analysis, containing test data and code)
遗传算法
- 遗传算法解决TSP，采用matlab语言编程，利用遗传算法解决TSP问题。(The genetic algorithm solves the TSP, uses the MATLAB language programming, and uses the genetic algorithm to solve the TSP problem.)
pygame001
- 会躲飞机的人工智能，纯python,适合初学者(AI will hide the artificial intelligence of the aircraft, pure Python)
数字识别
- 人工智能深度学习，基于matlab的数字识别程序(Artificial intelligence deep learning, matlab based digital recognition program)
代码
- 路径优化问题研究，关于车辆路径问题的研究，主要使用商旅问题中的路径优化。(The research on the path optimization problem, the research of vehicle routing problem, mainly uses the route optimization in the business travel problem.)
neuralnetworks
- 通过使用C++语言构建了一个BP神经网络。(A BP neural network is constructed by using the C++ language.)
smo
- 支持向量机的smo算法实现，包含普通smo和优化后的smo算法(svm impletement with smo, including simple smo and optimitive smo)
ANN_fitting_example_1
- ANN fitting，使用多层神经网络对某一个函数进行插值逼近，建立代理模型(ANN fitting. Using a multi-layer neural network to interpolate a certain function to establish a proxy model)
sa
- 利用模拟退火法解决污染源识别，主要解决一维水质模型的溯源问题。(identification of pollutant source)