资源列表
SOFNN
- 经典的自组织模糊神经网络的MATLAB程序，编程习惯良好，注释详细-The classic self-organizing fuzzy neural network MATLAB program, programming habits, and detailed notes
Q-Learning-Example-1
- Q-学习是一种重要的强化学习方法，提供一个Q-学习做路径规划的例子，初学者可以通过代码学习Q-学习的原理。-Q- learning is an important reinforcement learning methods, to provide an example of Q- learning to do path planning, beginners can learn the principles of Q- code.
SingleSensor
- matlab实现的单层感知器代码，用于实现逻辑“与”和逻辑“或”-matlab implementation of a single layer perceptron code for implementing the logical " AND" and the logical " or"
crane_optimation_boundry_conditions
- 起重机臂架优化的边界条件文件，配合遗传算法工具箱使用，实现多参数优化配置。-the boundary condition for the optimization of crane jib，combining thegenetic algorithm toolbox to use
kNN
- 机器学习实战中，K近邻算法的实现。包括算法实现，算法分类测试-Machine learning combat, the realization of K nearest neighbor algorithm. Including the algorithm, the algorithm classification test
bayes
- 机器学习实战中，实现贝叶斯分类算法。包括算法的实现，必要的注释，分类测试-Machine learning actual combat, achieve Bayesian classification algorithm. Including the implementation of the algorithm, as required notices, classification test
ANNBP1hiddenlayersAutoLr
- 通过对神经网络的信息传递编程，实现对BP神经网络的仿真-Through the information transmission programming of neural network, the simulation of BP neural network is realized
KDA
- KDA: Kernel Discriminant Analysis
main
- BP神经网络拟合多峰函数示例，仅供新手学习使用-BP neural network function fitting multimodal example, only for the novice learning to use
the-problem-of-evangelist-and-savage
- 有3个传教士和3个野人要过河，现在有一条船只能承载2个人（包括野人），在任何时刻，如果有野人和传教士在一起，必须要求传教士的人数多于或等于野人的人数。 -There are three missionaries and three savages to cross the river, and now a vessel can carry two people (including savages), at any moment, if there are savages and mission
Kohonen
- 基于kohonen网络的DOS攻击检测算法-DOS attack detection algorithm based on Kohonen neural network
PSO-SVM
- 用粒子群算法PSO,优化支持向量机SVM，提高故障分类精度。-Using particle swarm optimization (PSO, optimization of support vector machine SVM, improve the fault classification accuracy.