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CORC

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Extreme learning machine and genetic algorithm in quantitative analysis of sulfur hexafluoride by infrared spectroscopy 期刊论文
APPLIED OPTICS, 2022, 卷号: 61, 期号: 10, 页码: 2834-2841
作者:  Liu, Huan;  Zhu, Jun;  Yin, Huan;  Yan, Qiangqiang;  Liu, Hong
收藏  |  浏览/下载：30/0  |  提交时间：2022/04/22
Predicting TEC in China based on the neural networks optimized by genetic algorithm 期刊论文
ADVANCES IN SPACE RESEARCH, 2018, 卷号: 62, 期号: 4, 页码: 745-759
作者:  Song, Rui;  Zhang, Xuemin;  Zhou, Chen;  Liu, Jing;  He, Jianhui
收藏  |  浏览/下载：36/0  |  提交时间：2018/09/26
Comparison of two new intelligent wind speed forecasting approaches based on Wavelet Packet Decomposition, Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Artificial Neural Networks 期刊论文
Energy Conversion and Management, 2018, 卷号: 155, 页码: 188-200
作者:  Liu, Hui;  Mi, Xiwei;  Li, Yanfei*
收藏  |  浏览/下载：40/0  |  提交时间：2019/12/03
Wind speed forecasting  Wavelet packet decomposition  Complete Ensemble Empirical Mode Decomposition with Adaptive Noise  Artificial Neural Network  ANN  Artificial Neural Network  AR  Auto Regressive  ARIMA  Auto Regressive Integrated Moving Average  BA  Bat Algorithm  BP  Back-propagation Neural Network  CEEMDAN  Complete Ensemble Empirical Mode Decomposition  CG  Conjugate Gradient  CLSFPA  Flower Pollination Algorithm with Chaotic Local Search  CNN  Convolutional Neural Network  CS  Compressive Sensing  CSA  Cuckoo Search Algorithm  EEMD  Ensemble Empirical Mode Decomposition  ESM  Exponential Smoothing Method  FA  Firefly Algorithm  FAC  First-order Adaptive Coefficient  GA  Genetic Algorithm  GRNN  General Regression Neural Network  HBSA  Hybrid Backtracking Search Algorithm  HWM  Holt-Winters Model  IMFs  Intrinsic Mode Functions  IS  Input parameter Selection  KF  Kalman filter  LSSVM  Least Square Support Vector Machine  MAE  Mean Absolute Error  MAPE  Mean Absolute Percentage Error  MLP  Multilayer Perceptron Neural Network  MOBA  Multi Objective Bat Algorithm  NNCT  No Negative Constraint Theory  NSGA  Non-dominated Sorting Genetic Algorithm  OVMD  Optimized Variational Mode Decomposition  PSO  Particle Swam Optimization  PSOSA  Particle Swarm Optimization based on Simulated Annealing  PSR  Phase Space Reconstruction  RBF  Radial Basis Function Neural Network  RMSE  Root Mean Square Error  SAC  Second-order Adaptive Coefficient  SAM  Seasonal Adjustment Method  SDA  Secondary Decomposition Algorithm  SEA  Seasonal Exponential Adjustment  SOM  Self-Organizing feature Maps  SSA  Singular Spectrum Analysis  SVR  Support Vector Regression  VMD  Variational Mode Decomposition  v-SVM  v-Support Vector Machine  WD  Wavelet Decomposition  WPD  Wavelet Packet Decomposition  
Deactivation forecasting of SCR catalyst based on GABP neural networks 期刊论文
Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2016, 卷号: 36, 期号: [db:dc_citation_issue], 页码: 112-120
作者:  Sun, Yirui;  Li, Yuxin;  Chen, Lei;  Zhao, Qinxin
收藏  |  浏览/下载：7/0  |  提交时间：2019/12/02
Research on the high resolution remote sensing image classification algorithm based on improved neural network model 会议论文
作者:  Li, Tong;  Zheng, Xuan;  Xiong, Tong
收藏  |  浏览/下载：2/0  |  提交时间：2019/12/05
A novel 3-layer mixed cultural evolutionary optimization framework for optimal operation of syngas production in a Texaco coal-water slurry gasifier 期刊论文
CHINESE JOURNAL OF CHEMICAL ENGINEERING, 2015, 卷号: 23, 期号: 9, 页码: 1484-1501
作者:  Cao, Cuiwen;  Zhang, Yakun;  Yu, Teng;  Gu, Xingsheng;  Xin, Zhong
收藏  |  浏览/下载：19/0  |  提交时间：2015/12/21
Blade pattern optimization of the hydraulic turbine based onneural network and genetic algorithm 期刊论文
Hangkong Dongli Xuebao/Journal of Aerospace Power, 2015, 卷号: 30, 期号: 8, 页码: 1918-1925
作者:  Miao, Sen-Chun;  Yang, Jun-Hu;  Wang, Xiao-Hui;  Li, Ji-Cheng;  Li, Tai-Long
收藏  |  浏览/下载：15/0  |  提交时间：2020/11/14
Comparison of four Adaboost algorithm based artificial neural networks in wind speed predictions 期刊论文
Energy Conversion and Management, 2015, 卷号: 92, 页码: 67-81
作者:  Liu, Hui*;  Tian, Hong-Qi;  Li, Yan-Fei;  Zhang, Lei
收藏  |  浏览/下载：21/0  |  提交时间：2019/12/03
AA  Apriori Algorithm  RBF  Radial Basis Functions  SVR  Support Vector Regression  WDF  Weibull Distribution Function  MSM  Markov Switching Model  BI  Bayesian Interface  PM  Persistent Model  AR  Auto Regressive  ANN  artificial neural networks  BSBM  Bayesian Structural Break Model  KRRM  Kernel Ridge Regression Method  ALS  Active Learning Strategies  SAA  Seasonal Adjustment Algorithm  ESM  Exponential Smoothing Method  MLP  Multilayer Perceptron  BP  Back Propagation  KSF  Kalman Short-term Filtering  NWP  Numerical Weather Prediction  GA  Genetic Algorithm  PSO  Particle Swarm Optimization  PCA  Principal Component Analysis  FAC  First-order Adaptive Coefficient  SAC  Second-order Adaptive Coefficient  BT  Bayesian Theory  SBM  Structural Break Modeling  UKF  Unscented Kalman Filter  OFM  Organizing Feature Maps  EMD  Empirical Mode Decomposition  WT  Wavelet Transform  SVM  Support Vector Machine  ARIMA  Auto Regressive Integrated Moving Average  MAS  Multiple Architecture System  MLR  Multiple Linear Regression  Adaboost  Adaptive Boosting  GD-ALR-BP  Gradient Descent with Adaptive Learning Rate Back Propagation  GDM-ALR-BP  Gradient Descent with Momentum and Adaptive Learning Rate Back Propagation  CG-BP-FR  Conjugate Gradient Back Propagation with Fletcher-Reeves Updates  BFGS  Broyden–Fletcher–Goldfarb–Shanno  Wind energy  Wind speed forecasting  Wind speed predictions  Adaboost algorithm  Neural networks  
Four wind speed multi-step forecasting models using extreme learning machines and signal decomposing algorithms 期刊论文
Energy Conversion and Management, 2015, 卷号: 100, 页码: 16-22
作者:  Liu, Hui*;  Tian, Hong-Qi;  Li, Yan-Fei
收藏  |  浏览/下载：6/0  |  提交时间：2019/12/03
WD  Wave let Decomposition  WPD  Wavelet Packet Decomposition  EMD  Empirical Mode Decomposition  EEMD  Ensemble Empirical Mode Decomposition  FEEMD  Fast Ensemble Empirical Mode Decomposition  MLP  Multi Layer Perceptron  ANFIS  Adaptive Network-based Fuzzy Inference System  BP  Back Propagation  GA  Genetic Algorithm  PSO  Particle Swarm Optimization  EA  Evolutionary Algorithm  AA  Adaboost Algorithm  ARIMA  Autoregressive Integrated Moving Average  SLFNN  Single-hidden Layer Feed-forward Neural Networks  MAE  Mean Absolute Error  MAPE  Mean Absolute Percentage Error  RMSE  Root Mean Square Error  Wind energy  Wind speed forecasting  Wind speed decomposition  Wavelet  Extreme learning machines  Empirical mode decomposition  
Decision rule acquisition of route selection for rapid transit line 期刊论文
Jiaotong Yunshu Xitong Gongcheng Yu Xinxi/Journal of Transportation Systems Engineering and Information Technology, 2014, 卷号: 14, 期号: 1, 页码: 158-165
作者:  Tang, Min-An;  Wang, Xiao-Ming;  Li, Ying
收藏  |  浏览/下载：23/0  |  提交时间：2020/11/14

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