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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
Biological system modeling
Data models
Biological neural networks
Predictive models
Neurons
Mathematical model
Complex-valued external criterion
complex-valued group method of data handling (GMDH)-type neural network
parameter estimation
real-valued classification
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
Container
throughput
forecasting
GMDH
neural
network
Hybrid
model
Selective
combination
forecasting
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
Prediction
of
energy
consumption
GMDH
AdaBoost
ensemble
technology
Selective
combination
forecasting
Hybrid
forecasting
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
short-term load forecasting
GMDH
neural network
lasso
elastic net
difference degree
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
Auto-regressive model
energy demand prediction
GMDH
small sample forecasting
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
Cluster
ensemble
CSPA
Evolutionary
algorithm
GMDH
Least
squares
Semidefinite
programming
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
信息-物理融合系统
GMDH
连续系统
离散系统
反馈控制
物联网
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
SAO
HDMR
Separable
GMDH
Multi-surrogate
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
GMDH
HDMR
Multi-surrogate
SAO
Separable
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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