资源列表
TSPSolverSA
- 人工智能，模拟退火解决TSP问题，20个字啊-Artificial intelligence, simulated annealing to solve TSP, 20 words ah
TSPSolverGA
- 人工智能，遗传算法解决TSP问题，还是20个字-Artificial intelligence, genetic algorithm to solve TSP, or 20 characters
FCM
- 结合模糊聚类和广义神经网络回归的聚类算法对数据进行分类-Combined with fuzzy clustering and generalized regression neural network clustering algorithm for data classification
PSO
- 基于粒子群优化算法PSO的非线性函数极值寻优-Based on Particle Swarm Optimization PSO optimization extreme nonlinear function
GM
- 通过灰色模型GM研究少数据、贫信息、不确定性问题-Grey Model GM research through less data, poor information, uncertainty
Kohonen
- 采用Kohonen网络对网络入侵行为进行聚类分析，并分类-Kohonen network using the network intrusion cluster analysis and classification
Kmeans-algorithm
- 模式识别算法Kmeans算法原理及C++编程实现-Pattern recognition algorithm Kmeans algorithm and C++ programming
Genetic-algorithm
- 遗传算法的c版程序，并附有注释.对于初次学习遗传算法的人员来说，很有帮助。-Genetic algorithm c version of the program, together with the notes for the first time learning genetic algorithm staff, very helpful.
Umd_Hmm
- hmm隐马尔可夫模式的经典学习源码，对学习hmm模式有非常好的帮助-the classic source of the hmm module, very helpful to learn hmm
SOM_CPP
- 自组织神经网路的训练算法C++实现,先输入训练样本得到网络权值，然后输入测试样本可以实现相关的分类功能-Self-organizing neural network training algorithm C++ realization enter training samples to obtain network weights, and then enter the test sample can be achieved related to the classification funct
Artificial-Neural-Networks
- 简明扼要地讲述了人工神经网络的基本原理、训练算法和应用领域-Succinctly describes the basic principles of artificial neural network training algorithms and applications
Statistical-Learning
- 人工智能的数学基础理论（统计学习），全面介绍了有关数据挖掘、机器学习和模式识别的内容。-Mathematical foundations of artificial intelligence theory (statistical learning), a comprehensive introduction about data mining, machine learning and pattern recognition content.