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CAS IR Grid
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长春光学精密机械与物... [1]
数学与系统科学研究院 [1]
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OAI收割 [2]
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会议论文 [1]
期刊论文 [1]
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2010 [1]
2008 [1]
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The research of nonlinear control based on fuzzy neural network (EI CONFERENCE)
会议论文
OAI收割
International Conference on Electrical and Control Engineering, ICECE 2010, June 26, 2010 - June 28, 2010, Wuhan, China
Fan Y.-Y.
;
Sang Y.-J.
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2013/03/25
This paper discussed and researched the structure and algorithm of fuzzy neural network controller based on the character of fuzzy logic and neural network theory. For the nonlinear system characteristics of uncertainty
high order and hysteresis
this paper used the fuzzy neural network technology to control nonlinear system and improved the control quality obviously. Take the single inverted pendulum for example
the paper constructed the nonlinear mathematicmodel
realized the control with the method of the adaptive fuzzy neural network
and compared with control method of liner quadratic regulator
the simulation results indicate that the method of adaptive fuzzy neural network can realize the stabilization of control better without the linear model of system
and has a higher robustness. 2010 IEEE.
Forecasting crude oil price with an EMD-based neural network ensemble learning paradigm
期刊论文
OAI收割
ENERGY ECONOMICS, 2008, 卷号: 30, 期号: 5, 页码: 2623-2635
作者:
Yu, Lean
;
Wang, Shouyang
;
Lai, Kin Keung
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浏览/下载:21/0
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提交时间:2018/07/30
empirical mode decomposition
ensemble learning
feed-forward neural network
adaptive linear neural network
crude oil price prediction