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Intelligent modelling of clay compressibility using hybrid meta-heuristic and machine learning algorithms 期刊论文
GEOSCIENCE FRONTIERS, 2021, 卷号: 12, 期号: 1, 页码: 441-452
作者:  Zhang, Pin;  Yin, Zhen-Yu;  Jin, Yin-Fu;  Chan, Tommy H. T.;  Gao FP(高福平)
收藏  |  浏览/下载:23/0  |  提交时间:2021/03/03
Novel Interactive Preference-Based Multiobjective Evolutionary Optimization for Bolt Supporting Networks 期刊论文
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2020, 卷号: 24, 期号: 4, 页码: 750-764
作者:  Guo YN(郭一楠);  Zhang, Xu;  Gong DW(巩敦卫);  Zhang, Zhen;  Yang JJ(杨建建)
收藏  |  浏览/下载:35/0  |  提交时间:2020/08/22
Evolutionary support vector machine for RMB exchange rate forecasting 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 521, 页码: 692-704
作者:  Fu, Sibao;  Li, Yongwu;  Sun, Shaolong;  Li, Hongtao
收藏  |  浏览/下载:49/0  |  提交时间:2020/01/10
MRI appointment scheduling with uncertain examination time 期刊论文
JOURNAL OF COMBINATORIAL OPTIMIZATION, 2019, 卷号: 37, 页码: 62-82
作者:  Qiu, Huaxin;  Wang, Dujuan;  Wang, Yanzhang;  Yin, Yunqiang
收藏  |  浏览/下载:10/0  |  提交时间:2019/12/02
Forecasting carbon price using empirical mode decomposition and evolutionary least squares support vector regression 期刊论文
2017, 卷号: 191, 期号: [db:dc_citation_issue], 页码: 521
作者:  Zhu, Bangzhu[1];  Han, Dong[1];  Wang, Ping[1];  Wu, Zhanchi[1];  Zhang, Tao[2]
收藏  |  浏览/下载:3/0  |  提交时间:2019/12/03
Two-level Multi-surrogate Assisted Optimization method for high dimensional nonlinear problems 期刊论文
Applied Soft Computing Journal, 2016, 卷号: 46, 页码: 26-36
作者:  Li, Enying;  Wang, Hu*;  Ye, Fan
收藏  |  浏览/下载:8/0  |  提交时间:2019/12/28
AI  Artificial Immune  EICAM  EI criterion assisted modeling  EGO  Efficient Global Optimization  EI  Expected Improvement  GA  Genetic Algorithm  GMDH  Group Method of Data Handling  GSS  Golden Section Sampling  HDMR  High Dimensional Model Representation  LOOCV  Leave-One-Out Cross Validation  MAS  Multi-surrogate Assisted Sampling algorithm  EImax  maximum EI  MLS  Moving Least Square  NTS  Number of Test Samples  PR  Polynomial Regression  PSO  Particle Swarm Optimization  RAAE  Relative Average Absolute Error  RBF  Radial Basis Function  RMAE  Relative Maximum Absolute Error  SA  Simulated Annealing  STD  Standard Deviation  SAEO  Surrogate Assisted Evolutionary Optimization  SAO  Surrogate Assisted Optimization  SVR  Support Vector Regression  TMAO  Two-level Multi-surrogate Assisted Optimization  TLBO  Teaching Learning-Based Optimization  SAO  HDMR  Separable  GMDH  Multi-surrogate  
Wind speed forecasting approach using secondary decomposition algorithm and Elman neural networks 期刊论文
Applied Energy, 2015, 卷号: 157, 页码: 183-194
作者:  Liu, Hui*;  Tian, Hong-Qi;  Liang, Xi-Feng;  Li, Yan-Fei
收藏  |  浏览/下载:25/0  |  提交时间:2019/12/03
ARIMA  Auto Regressive Integrated Moving Average  ANN  Artificial Neural Networks  KF  Kalman Filter  MSM  Markov Switching Model  PCA  Principal Component Analysis  AA  Apriori Algorithm  BT  Bayesian Theory  SBM  Structural Break Modeling  GMCM  Gaussian Mixture Copula Model  NWP  Numerical Weather Prediction  KSF  Kalman Short-term Filtering  HIRLAM  High Resolution Limited Area Model  BP  Back Propagation  RBF  Radial Basis Function  ALE  Adaptive Linear Element  MAS  Multiple Architecture System  MLR  Multiple Linear Regression  MLP  Multi-Layer Perceptron  RBF  Radial Basis Function  SVM  Support Vector Machine  ABA  Ada-boost Algorithm  PSO  Particle Swarm Optimization  FAC  First-order Adaptive Coefficient  SAC  Second-order Adaptive Coefficient  SAA  Seasonal Adjustment Algorithm  ESM  Exponential Smoothing Method  MFNN  Multi-layer Feed-forward Neural Networks  FRR  Fuzzy Rough Regression  ELM  Extreme Learning Machines  MM5  Fifth Generation Mesoscale Model  GNWP  Global Numerical Weather Prediction  EPA  Evolutionary Programming Algorithm  OFM  Organizing Feature Maps  WD  Wavelet Decomposition  WPD  Wavelet Packet Decomposition  NF  Neuro-Fuzzy  ANFIS  Adaptive Neuro-Fuzzy Inference Systems  PM  Persistent Model  UKF  Unscented Kalman Filter  SVR  Support Vector Regression  FEEMD  Fast Ensemble Empirical Mode Decomposition  HM  Hammerstein Model  AR  Auto Regressive  EMD  Empirical Mode Decomposition  SDA  Secondary Decomposition Algorithm  PRWM  Persistent Random Walk Model  IMFs  Intrinsic Mode Functions  EEMD  Ensemble Empirical Mode Decomposition  GD-BP  Gradient Descent Back Propagation  GDM-BP  Gradient Descent with Momentum Back Propagation  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-FRU  Conjugate Gradient Back Propagation with Fletcher-Reeves Updates  CG-BP-PR  Conjugate Gradient Back Propagation with Polak-Ribiére Update  CG-BP-PBR  Conjugate Gradient Back Propagation with Powell-Beale Restarts  SCG-BP  Scaled Conjugate Gradient Back Propagation  BFGS-BP  Broyden-Fletcher-Goldfarb-Shanno Back Propagation  OSS-BP  One Step Secant Back Propagation  LM-BP  Levenberg Marquardt Back Propagation  MAE  Mean Absolute Error  MAPE  Mean Absolute Percentage Error  RMSE  Root Mean Square Error  Wind speed forecasting  Secondary decomposition algorithm  Wavelet packet decomposition  Fast ensemble empirical mode decomposition  Elman neural networks  
Effectiveness of approximation strategy in surrogate-assisted fireworks algorithm 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2015
Pei, Yan; Zheng, Shaoqiu; Tan, Ying; Takagi, Hideyuki
收藏  |  浏览/下载:6/0  |  提交时间:2017/12/03
A knowledge-based evolutionary proactive scheduling approach in the presence of machine breakdown and deterioration effect 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2015, 卷号: 90, 页码: 70-80
作者:  Wang, Du-Juan;  Liu, Feng;  Wang, Yan-Zhang;  Jin, Yaochu
收藏  |  浏览/下载:2/0  |  提交时间:2019/12/09
PROSPER: An Integrated Feature-Based Tool for Predicting Protease Substrate Cleavage Sites 期刊论文
PLOS ONE, 2012, 卷号: 7, 期号: 11, 页码: e50300
作者:  Song, Jiangning;  Tan, Hao;  Perry, Andrew J.;  Akutsu, Tatsuya;  Webb, Geoffrey I.
收藏  |  浏览/下载:22/0  |  提交时间:2013/01/11


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