搜索资源列表
基于极限学习机的预测
- 针对非线性预测问题，建立极限学习机的预测模型，将数据样本分为训练样本和测试样本，并采用误差指标进行评价。(Aiming at the problem of non-linear prediction, the prediction model of extreme learning machine is established. The data samples are divided into training samples and test samples, and the error i
遗传算法优化BP网络(用于电力负荷预测预测）
- 遗传算法改进的bp神经网络精准预测符合数据(Precision prediction coincidence data of BP neural network improved by genetic algorithm)
模型预测控制
- 预测控制算法matlab仿真，采用的是二阶系统，本程序是动态矩阵控制的简单仿真(Predictive control algorithm, matlab simulation, USES a second order system, this procedure is a simple simulation of dynamic matrix control)
小波神经网络预测代码
- 小波神经网络预测的完整的MATLAB代码。有数据，可直接运行实现。(Wavelet neural network prediction of complete MATLAB code. With data, you can run the implementation directly.)
无人驾驶车辆控制-模型预测控制
- 《无人驾驶车辆模型预测控制》源代码，书籍原配的源代码，有需要的人可以看看。("Model Predictive Control of Unmanned Vehicles" Source Code)
电池容量预测算法
- 本算法利用粒子滤波算法对电池容量进行预测。(Prediction of battery capacity using particle filter algorithm)
负荷预测算法包
- 负荷包预测算法，里面有SVM的详细说明，欢迎大家一起讨论(Load packet prediction algorithm, there is a detailed descr iption of SVM, welcome everyone to discuss)
无人驾驶无人驾驶车辆模型预测控制
- 模型预测参考资料,北理工龚建伟学习参考资料(References for MPC,Gong Jianwei Learning Reference)
BP神经网络预测
- BP神经网络预测matlab的源代码，里面还附有公路运输的预测实例，只需修改数据即可。(BP neural network predicts the source code of matlab, which also includes a road transport prediction example, just need to modify the data.)
无人驾驶车辆模型预测控制matlab代码
- 《无人驾驶车辆模型预测控制》对应代码，添加注释，成功运行！实现了车辆无人驾驶控制的matlab仿真(The corresponding code of "prediction and control of unmanned vehicle model" is added with notes and successfully run! Matlab simulation of vehicle unmanned driving control is realized)
ELM预测
- 给出了一种极限学习机（elm)算法，并用汽油近红外光谱辛烷值数据集对ELM网络进行训练，最后用ELM对汽油辛烷值进行预测，并对预测结果进行评价。文件内含ELM工具箱，可直接在MATLAB运行。(An extreme learning machine (elm) algorithm is presented, and the ELM network is trained with the data set of gasoline near infrared spectroscopy octane
PSOSVM网络流量预测
- 这是关于粒子群算法优化支持向量机的网络流量预测，全套的代码可以正确使用A博士提供(This is about particle swarm optimization support vector machine network traffic prediction, the complete code can be used correctly provided by Dr. A.)
深度学习及预测控制学习
- 深度学习的PPT入门建议，及模型预测控制学习的代码及文档。(PPT entry suggestions for deep learning, and code and documentation for model predictive control learning.)
ARIMA风速预测
- 用于风电场区域的风速多步预测问题。模型基于ARIMA，通过数据预处理、进行建模，并使用我国山东省两个风电场的历史风速数据进行测试和分析。结果表明，模型的统计误差小。(Multi-step wind speed prediction in wind farm area. The model is based on ARIMA, through data preprocessing, modeling, and using historical wind speed data of two wind
29 基于贝叶斯Bayes的数据预测
- 贝叶斯算法应用于数据预测，可以应用于很多领域，如风速预测等。(Bayesian algorithm is applied to data prediction, and can be applied to many fields, such as wind speed prediction.)
小波神经网络的时间序列预测
- 一个关于小波神经网络的时间序列预测模型，完整可运行的代码(A Time Series Prediction Model of Wavelet Neural Network, Complete Running Code)
极限学习机预测，ELM负荷预测
- 极限学习机Extreme learning machine负荷预测(load forecasting using Extreme learning machine)
粒子滤波寿命预测（带数据）
- 利用粒子滤波进行锂离子电池的循环寿命预测(Cycle life prediction of Li-ion battery by particle filter)
无人驾驶车辆模型预测控制_13585781
- 《无人驾驶模型预测控制》由北京理工大学陈慧岩教授团队编著，详细介绍了应用模型预测控制理论进行无人驾驶车辆控制的基础方法，结合运动规划与跟踪实例详细说明了预测模型建立、方法优化、约束处理和反馈校正的方法，给出了Matlab仿真代码和详细图解仿真步骤。 对照原书可更方便/快速的学习代码(The prediction control of driverless model is compiled by Professor Chen Huiyan of Beijing University of tec
神经网络预测
- 这是偶然在网上找到的利用神经网络做2018年电力负荷预测的matlab代码，分享给大家。(This is the matlab code that I found by chance on the Internet to use 2018 neural network power load forecasting and share it with everyone.)