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Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
作者:  Xiao, Jin;  Jia, Yanlin;  Jiang, Xiaoyi;  Wang, Shouyang
收藏  |  浏览/下载:16/0  |  提交时间:2021/04/26
GMDH-based hybrid model for container throughput forecasting: Selective combination forecasting in nonlinear subseries 期刊论文
Applied Soft Computing Journal, 2018, 卷号: Vol.62, 页码: 478-490
作者:  Mo, L.;  Xie, L.;  Jiang, X.;  Teng, G.;  Xu, L.
收藏  |  浏览/下载:4/0  |  提交时间:2019/02/25
A hybrid model based on selective ensemble for energy consumption forecasting in China 期刊论文
Energy, 2018
作者:  Jin Xiao;  Yuxi Li;  Ling Xie;  Dunhu Liu;  Jing Huang
收藏  |  浏览/下载:2/0  |  提交时间:2019/02/28
Short-Term Load Forecasting Based on Elastic Net Improved GMDH and Difference Degree Weighting Optimization 期刊论文
APPLIED SCIENCES-BASEL, 2018, 卷号: 8, 期号: 9
作者:  Liu, Wei;  Dou, Zhenhai;  Wang, Weiguo;  Liu, Yueyu;  Zou, Hao
收藏  |  浏览/下载:7/0  |  提交时间:2019/12/11
China's Energy Consumption Forecasting by GMDH Based Auto-Regressive Model 期刊论文
Journal of Systems Science and Complexity, 2017, 卷号: 30, 期号: 6, 页码: 1332-1349
作者:  XIE Ling;  XIAO Jin;  HU Yi;  ZHAO Hengjun;  XIAO Yi
收藏  |  浏览/下载:11/0  |  提交时间:2019/12/23
Cluster ensemble framework based on the group method of data handling 期刊论文
Applied Soft Computing Journal, 2016, 卷号: Vol.43, 页码: 35-46
作者:  Teng, G.;  He, C.;  Xiao, J.;  He, Y.;  Zhu, B.
收藏  |  浏览/下载:4/0  |  提交时间:2019/02/25
一种基于数据驱动的CPS建模方法研究 期刊论文
计算机学报, 2016, 卷号: 第5期, 页码: 961-972
作者:  杨帆,刘彦,李仁发,段梦琴,谢国琪,黄晶
收藏  |  浏览/下载:1/0  |  提交时间:2019/12/31
Two-level Multi-surrogate Assisted Optimization method for high dimensional nonlinear problems 期刊论文
Applied Soft Computing, 2016, 卷号: Vol.46, 页码: 26-36
作者:  Li, EY;  Wang, H;  Ye, F
收藏  |  浏览/下载:6/0  |  提交时间:2019/12/31
Two-level Multi-surrogate Assisted Optimization method for high dimensional nonlinear problems 期刊论文
Applied Soft Computing Journal, 2016, 卷号: Vol.46, 页码: 26-36
作者:  Li, E.;  Wang, H.;  Ye, F.
收藏  |  浏览/下载:5/0  |  提交时间:2019/12/31
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  


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