资源列表
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.)
DeepLearnToolbox-master
- DNN工具包，可以利用MATLAB实现深度神经网络。达到预测的目的(DNN toolkit can implement deep neural network using MATLAB. Achieve the purpose of prediction)
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.)
预测
- BP神经网络模型预测的Python代码实现，测试有效(BP neural network model forecast Python code implementation, test effectiveness)
遗传算法-电源规划
- 遗传算法-计算电源规划用，将低碳要素引入电源规划决策之中，在充分考虑传统电力系统安全、经济运行要求的前提下，建立了含碳捕集电厂的低碳电源规划模型(The ycsf genetic algorithm is used to calculate the power supply plan. The low-carbon elements are introduced into the power planning decision-making. Under the premise of fully
4人工势场法路径规划程序
- 多机器人系统的群集编队控制理论仿真程序，采用人工势场法，使多个机器人在向目标点运动过程中能保持队形，并能适应环境约束(The simulation program of cluster formation control for multi robot system is based on artificial potential field method, which enables multiple robots to maintain formation in the process of