Hui Peng

According to our database, Hui Peng authored at least 57 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Deep Learning-Based State-Dependent ARX Modeling and Predictive Control of Nonlinear Systems.

Tiao Kang, Hui Peng, Wenquan Xu, Yapeng Sun, Xiaoyan Peng

IEEE Access, 2023

2022

A Hybrid Modeling Method Based on Linear AR and Nonlinear DBN-AR Model for Time Series Forecasting.

Wenquan Xu, Hui Peng, Xiaoyong Zeng, Feng Zhou, Xiaoying Tian, Xiaoyan Peng

Neural Process. Lett., 2022

Nonlinear curve fitting-based fast robust MPC algorithm for nonlinear system.

Xiaoying Tian, Hui Peng, Wenquan Xu, Tiao Kang, Haifeng Zhang, Xiaoyan Peng

J. Frankl. Inst., 2022

2021

A modelling and predictive control approach to linear two-stage inverted pendulum based on RBF-ARX model.

Xiaoying Tian, Hui Peng, Xiaoyong Zeng, Feng Zhou, Wenquan Xu, Xiaoyan Peng

Int. J. Control, 2021

A synthesis approach of fast robust MPC with RBF-ARX model to nonlinear system with uncertain steady status information.

Xiaoying Tian, Hui Peng, Feng Zhou, Xiaoyan Peng

Appl. Intell., 2021

Robust predictive control of coupled water tank plant.

Tiao Kang, Hui Peng, Feng Zhou, Xiaoying Tian, Xiaoyan Peng

Appl. Intell., 2021

A Quantum Evolutionary Algorithm and Its Application to Optimal Dynamic Investment in Market Microstructure Model.

Yapeng Sun, Hui Peng

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2021

2020

Single image dehazing based on fusion strategy.

Fan Guo, Xin Zhao, Jin Tang, Hui Peng, Lijue Liu, Beiji Zou

Neurocomputing, 2020

A Hybrid Parameter Estimation for Multi-asset Modeling and Dynamic Allocation Based on Financial Market Microstructure Model.

Yemei Qin, Yangyu Zhong, Zhen Lei, Hui Peng, Feng Zhou, Ping Tan

Int. J. Artif. Intell. Tools, 2020

DBN based SD-ARX model for nonlinear time series prediction and analysis.

Wenquan Xu, Hui Peng, Xiaoying Tian, Xiaoyan Peng

Appl. Intell., 2020

2019

RBF-ARX model-based two-stage scheduling RPC for dynamic systems with bounded disturbance.

Feng Zhou, Hui Peng, Xiaoyong Zeng, Xiaoying Tian

Neural Comput. Appl., 2019

Deep belief network-based AR model for nonlinear time series forecasting.

Wenquan Xu, Hui Peng, Xiaoyong Zeng, Feng Zhou, Xiaoying Tian, Xiaoyan Peng

Appl. Soft Comput., 2019

A hybrid modelling method for time series forecasting based on a linear regression model and deep learning.

Wenquan Xu, Hui Peng, Xiaoyong Zeng, Feng Zhou, Xiaoying Tian, Xiaoyan Peng

Appl. Intell., 2019

Robust Predictive Control Algorithm Based on Parameter Variation Rate Information of Functional-Coefficient ARX Model.

Feng Zhou, Hui Peng, Ganglin Zhang, Xiaoyong Zeng, Xiaoyan Peng

IEEE Access, 2019

A Robust Controller Design Method Based on Parameter Variation Rate of RBF-ARX Model.

Feng Zhou, Hui Peng, Ganglin Zhang, Xiaoyong Zeng

IEEE Access, 2019

2018

A Regularized SNPOM for Stable Parameter Estimation of RBF-AR(X) Model.

Xiaoyong Zeng, Hui Peng, Feng Zhou

IEEE Trans. Neural Networks Learn. Syst., 2018

Cubic-RBF-ARX modeling and model-based optimal setting control in head and tail stages of cut tobacco drying process.

Feng Zhou, Hui Peng, Wenjie Ruan, Dan Wang, Mingyue Liu, Yunfeng Gu, Li Li

Neural Comput. Appl., 2018

Modelling financial time series based on heavy-tailed market microstructure models with scale mixtures of normal distributions.

Yanhui Xi, Hui Peng

Int. J. Syst. Sci., 2018

Localisation and segmentation of optic disc with the fractional-order Darwinian particle swarm optimisation algorithm.

Fan Guo, Hui Peng, Beiji Zou, Rongchang Zhao, Xiyao Liu

IET Image Process., 2018

2017

RBF-ARX model-based robust MPC for nonlinear systems with unknown and bounded disturbance.

Feng Zhou, Hui Peng, Xiaoyong Zeng, Xiaoying Tian, Xiaoyan Peng

J. Frankl. Inst., 2017

Implementation of regularization for separable nonlinear least squares problems.

Xiaoyong Zeng, Hui Peng, Feng Zhou, Yanhui Xi

Appl. Soft Comput., 2017

2016

Performance analysis and parameter optimization of an inner spiral in-pipe robot.

Liang Liang, Hui Peng, Bai Chen, Yong Tang, Sun Chen, Yan Xu

Robotica, 2016

Temporal-Spatial Filtering for Enhancement of Low-Light Surveillance Video.

Fan Guo, Jin Tang, Hui Peng, Beiji Zou

J. Adv. Comput. Intell. Intell. Informatics, 2016

Visibility detection approach to road scene foggy images.

Fan Guo, Hui Peng, Jin Tang, Beiji Zou, Chenggong Tang

KSII Trans. Internet Inf. Syst., 2016

Genetic algorithm-based parameter selection approach to single image defogging.

Fan Guo, Hui Peng, Jin Tang

Inf. Process. Lett., 2016

An adaptive modeling and asset allocation approach to financial markets based on discrete microstructure model.

Yemei Qin, Hui Peng, Yanhui Xi, Wenbiao Xie, Yapeng Sun, Xiaohong Chen

Appl. Soft Comput., 2016

A Self-Organizing State Space Type Microstructure Model for Financial Asset Allocation.

Min Gan, Long Chen, Chun-Yang Zhang, Hui Peng

IEEE Access, 2016

2015

A Variable Projection Approach for Efficient Estimation of RBF-ARX Model.

Min Gan, Han-Xiong Li, Hui Peng

IEEE Trans. Cybern., 2015

Bayesian analysis of heavy-tailed market microstructure model and its application in stock markets.

Yanhui Xi, Hui Peng, Yemei Qin, Wenbiao Xie, Xiaohong Chen

Math. Comput. Simul., 2015

Nonlinear modeling and control approach to magnetic levitation ball system using functional weight RBF network-based state-dependent ARX model.

Yemei Qin, Hui Peng, Feng Zhou, Xiaoyong Zeng, Jun Wu

J. Frankl. Inst., 2015

A modeling approach to financial time series based on market microstructure model with jumps.

Hui Peng, Genshiro Kitagawa, Yoshiyasu Tamura, Yanhui Xi, Yemei Qin, Xiaohong Chen

Appl. Soft Comput., 2015

2014

A sequential learning algorithm based on adaptive particle filtering for RBF networks.

Yanhui Xi, Hui Peng, Xiaohong Chen

Neural Comput. Appl., 2014

Local Polynomial Wavelet Neural Network with a Nonlinear Structured Parameter Optimization Method.

Garba Inoussa, Hui Peng, Zhi-Cheng Ye, Usman Babawuro, Samaila Umaru

J. Inf. Sci. Eng., 2014

A New Restoration Algorithm for Single Image Defogging.

Fan Guo, Hui Peng, Jin Tang

Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014

2013

A State-Space Approach to Explore the Strain Behavior before and after the 2003 Tokachi-Oki Earthquake (M8)¹.

Tetsuo Takanami, Genshiro Kitagawa, Hui Peng, Alan T. Linde, I. Selwyn Sacks

Data Sci. J., 2013

2012

A global-local optimization approach to parameter estimation of RBF-type models.

Min Gan, Hui Peng, Liyuan Chen

Inf. Sci., 2012

Nonlinear time series modeling and prediction using functional weights wavelet neural network-based state-dependent AR model.

Garba Inoussa, Hui Peng, Jun Wu

Neurocomputing, 2012

Stability analysis of RBF network-based state-dependent autoregressive model for nonlinear time series.

Min Gan, Hui Peng

Appl. Soft Comput., 2012

2010

A locally linear RBF network-based state-dependent AR model for nonlinear time series modeling.

Min Gan, Hui Peng, Xiaoyan Peng, Xiaohong Chen, Garba Inoussa

Inf. Sci., 2010

An adaptive decision maker for constrained evolutionary optimization.

Min Gan, Hui Peng, Xiaoyan Peng, Xiaohong Chen, Garba Inoussa

Appl. Math. Comput., 2010

A hybrid approach for parameter optimization of RBF-AR model.

Min Gan, Hui Peng

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

RBF-ARX Model-based Modeling and Control of Quadrotor.

Jun Wu, Hui Peng, Qing Chen

Proceedings of the IEEE International Conference on Control Applications, 2010

A Statistical Modeling and Tracking Control Approach to Marine Vehicle.

Hui Peng, Kohei Ohtsu, Genshiro Kitagawa, Hiroyuki Oda

Proceedings of the IEEE International Conference on Control Applications, 2010

2007

Nonlinear Predictive Control Using Neural Nets-Based Local Linearization ARX Model - Stability and Industrial Application.

Hui Peng, Kazushi Nakano, Hideo Shioya

IEEE Trans. Control. Syst. Technol., 2007

Nonlinear system modeling and robust predictive control based on RBF-ARX model.

Hui Peng, Zi-Jiang Yang, Weihua Gui, Min Wu, Hideo Shioya, Kazushi Nakano

Eng. Appl. Artif. Intell., 2007

Detection of low-frequency large-amplitude jump in financial time series.

Hui Peng, Genshiro Kitagawa, Yoshiyasu Tamura, Yoko Tanokura, Min Gan, Xiaohong Chen

Proceedings of the 46th IEEE Conference on Decision and Control, 2007

2006

A predictive control strategy for nonlinear NOx decomposition process in thermal power plants.

Hui Peng, Weihua Gui, Hideo Shioya, Runmin Zou

IEEE Trans. Syst. Man Cybern. Part A, 2006

2005

Modelling and asset allocation for financial markets based on a stochastic volatility microstructure model.

Hui Peng, Yoshiyasu Tamura, W. Gui, Tohru Ozaki

Int. J. Syst. Sci., 2005

Robust MPC Based on Multivariable RBF-ARX Model for Nonlinear Systems.

Hui Peng, Weihua Gui, Kazushi Nakano, Hideo Shioya

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2003

A parameter optimization method for radial basis function type models.

Hui Peng, Tohru Ozaki, Valerie Haggan-Ozaki, Yukihiro Toyoda

IEEE Trans. Neural Networks, 2003

Stability analysis of the RBF-ARX model based nonlinear predictive control.

Hui Peng, Tohru Ozaki, Kazushi Nakano, Valerie Haggan-Ozaki, Yukihiro Toyoda

Proceedings of the 7th European Control Conference, 2003

Modeling and control of nonlinear nitrogen oxide decomposition process.

Hui Peng, Tohru Ozaki, Masafumi Mori, Hideo Shioya, Valerie Haggan-Ozaki

Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

2002

A nonlinear exponential ARX model-based multivariable generalized predictive control strategy for thermal power plants.

Hui Peng, Tohru Ozaki, Valerie Haggan-Ozaki, Yukihiro Toyoda

IEEE Trans. Control. Syst. Technol., 2002

Structured parameter optimization method for the radial basis function-based state-dependent autoregressive model.

Hui Peng, Tohru Ozaki, Valerie Haggan-Ozaki, Yukihiro Toyoda

Int. J. Syst. Sci., 2002

Modeling and control for foreign exchange based on a continuous time stochastic microstructure model.

Hui Peng, Tohru Ozaki, Juan Carlos Jimenez

Proceedings of the 41st IEEE Conference on Decision and Control, 2002

Nonlinear predictive control based on a global model identified off-line.

Hui Peng, Tohru Ozaki, Yukihiro Toyoda, Valerie Haggan-Ozaki

Proceedings of the American Control Conference, 2002

2001

Modeling and control of systems with signal dependent nonlinear danymics.

Hui Peng, Tohru Ozaki, Yukihiro Toyoda, K. Oda

Proceedings of the 6th European Control Conference, 2001