资源列表
Matlab Files Ch.9
- this is a document about PSO Algorithm
粒子群基本算法
- 粒子群优化算法 智能优化算法 单目标优化(particle swarm optimization)
GA遗传算法
- 经典遗传算法 GA 单目标优化智能算法 启发式算法 优化算法(genetic optimization)
139pages带你走进机器学习的大门
- 非常值得一读的机器学习入门书，介绍了许多基础概念及区分(A machine learning primer worth reading)
bp_grnn_elman[1]
- BP神经网络编程，GRNN神经网络编程程序，可直接运行，有数据例子(BP neural network programming, GRNN neural network programming procedures, can be directly run, there are data examples)
svmMLiA
- svm的简单实现，代码源自《机器学习实战》(a simple model of SVM)
4数模-模型与算法
- 数学建模中经常会用的模拟退火模型 模拟退火算法是用来求解最优化问题的算法。比如著名的TSP问题，函数最大值最小值问题等等(A simulated annealing model often used in mathematical modeling)
circle
- Example of application of Genetic Algorithms to find the biggest circle that doesn't contain any star
Final Program after-Chapters
- Simon Haykin的神经网络与机器学习课后习题的MATLAB源程序(Simon Haykin neural network and machine learning after-school exercises MATLAB source program)
算法
- 数据结构的常见C语言编写方法,用结构体编写(TThe common C language of data structure is written in structure)
uhhcq
- Several new methods sar image denoising, Is a practical method of path planning, Mutual information is useful to calculate a set of procedures.
cluster
- 对数据的一种聚类归类算法，内容理解较为简单(A clustering classification algorithm for data, content understanding is relatively simple)