资源列表
改进的禁忌搜索算法
- 改进的禁忌搜索算法，求解路径寻优问题，相对传统的遗传算法，能够更精确求得全局最优解(Compared with the traditional genetic algorithm, the improved tabu search algorithm can solve the problem of path optimization, and can obtain the global optimal solution more accurately)
matlab 给的深度学习入门
- matlab官方给的深度学习入门参考资料，PDF格式，浅显易懂，很适合新手入门(Matlab official to the depth of learning introductory reference materials, PDF format, easy to understand, it is suitable for beginners)
ELM
- MATLAB版极限学习机，自带训练集与测试集，可运行。(MATLAB version of the ELM, with its own data set)
用遗传算法优化BP神经网络的Matlab编程实例
- 用遗传算法优化BP神经网络的Matlab编程实例，非常实用(BP neural network optimization using genetic algorithm Matlab programming examples, very practical)
改进的GA优化BP
- 改进的遗传算法优化的BP神经网络，用于电厂数据的异常检测和故障诊断，已验证有效性。(The improved genetic algorithm optimized BP neural network has been validated for power plant data anomaly detection and fault diagnosis.)
深度学习+中文版
- 目前来说最经典的深度学习的资料，这是最新翻译好的中文版(At present, the most classic deep learning materials, this is the latest translation of the Chinese version)
CNN
- 卷积神经网络matlab代码,内附详细解释。可用于图像识别，数据分类。(this is an zip of matlab code for CNN used for data classification or figure recognization.)
Artificial potential field method
- 应用改进的人工势场法进行机器人的路径规划，加入避障功能。(The improved artificial potential method is applied to the path planning of the robot, and the obstacle avoidance function is added.)
程序
- 基于matlab无人机编队模型程序，数学建模大赛专用，适合初学者，可以入门(Based on the MATLAB unmanned aerial vehicle formation model program, mathematical modeling competition special, suitable for beginners, can be introduced)
蜡烛合并
- 自己测试吧 EA采用新型K线合并突破交易(Let yourself test the EA with a new type of K line to break through the trade)
代码
- MATLAB分数阶参数设计，控制参数研究混合粒子群算法优化分数阶PID(MATLAB fractional order parameter design)
斯坦福大学-深度学习基础教程
- 斯坦福大学的深度学习，基础教程。ps:要求先学完吴恩达的机器学习基础再来看，不然看不懂(Depth study of Stanford University, basic course. Ps: needs to learn the basis of Wu Enda's machine learning first, or you can't understand it.)