Hui Peng

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 25

Top Topics

Financial Time Series

Predictive Control

Linear Regression

Top Venues

Appl. Soft Comput.

J. Frankl. Inst.

Publications

Tiao Kang, Hui Peng, Wenquan Xu, Yapeng Sun, Xiaoyan Peng
Deep Learning-Based State-Dependent ARX Modeling and Predictive Control of Nonlinear Systems. IEEE Access 11 (2023)
Wenquan Xu, Hui Peng, Xiaoyong Zeng, Feng Zhou, Xiaoying Tian, Xiaoyan Peng
A Hybrid Modeling Method Based on Linear AR and Nonlinear DBN-AR Model for Time Series Forecasting. Neural Process. Lett. 54 (1) (2022)
Xiaoying Tian, Hui Peng, Wenquan Xu, Tiao Kang, Haifeng Zhang, Xiaoyan Peng
Nonlinear curve fitting-based fast robust MPC algorithm for nonlinear system. J. Frankl. Inst. 359 (11) (2022)
Xiaoying Tian, Hui Peng, Feng Zhou, Xiaoyan Peng
A synthesis approach of fast robust MPC with RBF-ARX model to nonlinear system with uncertain steady status information. Appl. Intell. 51 (1) (2021)
Xiaoying Tian, Hui Peng, Xiaoyong Zeng, Feng Zhou, Wenquan Xu, Xiaoyan Peng
A modelling and predictive control approach to linear two-stage inverted pendulum based on RBF-ARX model. Int. J. Control 94 (2) (2021)
Yapeng Sun, Hui Peng
A Quantum Evolutionary Algorithm and Its Application to Optimal Dynamic Investment in Market Microstructure Model. ChineseCSCW (1) (2021)
Tiao Kang, Hui Peng, Feng Zhou, Xiaoying Tian, Xiaoyan Peng
Robust predictive control of coupled water tank plant. Appl. Intell. 51 (8) (2021)
Yemei Qin, Yangyu Zhong, Zhen Lei, Hui Peng, Feng Zhou, Ping Tan
A Hybrid Parameter Estimation for Multi-asset Modeling and Dynamic Allocation Based on Financial Market Microstructure Model. Int. J. Artif. Intell. Tools 29 (7-8) (2020)
Wenquan Xu, Hui Peng, Xiaoying Tian, Xiaoyan Peng
DBN based SD-ARX model for nonlinear time series prediction and analysis. Appl. Intell. 50 (12) (2020)
Wenquan Xu, Hui Peng, Xiaoyong Zeng, Feng Zhou, Xiaoying Tian, Xiaoyan Peng
Deep belief network-based AR model for nonlinear time series forecasting. Appl. Soft Comput. 77 (2019)
Wenquan Xu, Hui Peng, Xiaoyong Zeng, Feng Zhou, Xiaoying Tian, Xiaoyan Peng
A hybrid modelling method for time series forecasting based on a linear regression model and deep learning. Appl. Intell. 49 (8) (2019)
Feng Zhou, Hui Peng, Ganglin Zhang, Xiaoyong Zeng, Xiaoyan Peng
Robust Predictive Control Algorithm Based on Parameter Variation Rate Information of Functional-Coefficient ARX Model. IEEE Access 7 (2019)
Feng Zhou, Hui Peng, Xiaoyong Zeng, Xiaoying Tian
RBF-ARX model-based two-stage scheduling RPC for dynamic systems with bounded disturbance. Neural Comput. Appl. 31 (8) (2019)
Feng Zhou, Hui Peng, Ganglin Zhang, Xiaoyong Zeng
A Robust Controller Design Method Based on Parameter Variation Rate of RBF-ARX Model. IEEE Access 7 (2019)
Yanhui Xi, Hui Peng
Modelling financial time series based on heavy-tailed market microstructure models with scale mixtures of normal distributions. Int. J. Syst. Sci. 49 (8) (2018)
Xiaoyong Zeng, Hui Peng, Feng Zhou
A Regularized SNPOM for Stable Parameter Estimation of RBF-AR(X) Model. IEEE Trans. Neural Networks Learn. Syst. 29 (4) (2018)
Feng Zhou, Hui Peng, Wenjie Ruan, Dan Wang, Mingyue Liu, Yunfeng Gu, Li Li
Cubic-RBF-ARX modeling and model-based optimal setting control in head and tail stages of cut tobacco drying process. Neural Comput. Appl. 30 (4) (2018)
Xiaoyong Zeng, Hui Peng, Feng Zhou, Yanhui Xi
Implementation of regularization for separable nonlinear least squares problems. Appl. Soft Comput. 60 (2017)
Feng Zhou, Hui Peng, Xiaoyong Zeng, Xiaoying Tian, Xiaoyan Peng
RBF-ARX model-based robust MPC for nonlinear systems with unknown and bounded disturbance. J. Frankl. Inst. 354 (18) (2017)
Min Gan, Long Chen, Chun-Yang Zhang, Hui Peng
A Self-Organizing State Space Type Microstructure Model for Financial Asset Allocation. IEEE Access 4 (2016)
Yemei Qin, Hui Peng, Yanhui Xi, Wenbiao Xie, Yapeng Sun, Xiaohong Chen
An adaptive modeling and asset allocation approach to financial markets based on discrete microstructure model. Appl. Soft Comput. 43 (2016)
Min Gan, Han-Xiong Li, Hui Peng
A Variable Projection Approach for Efficient Estimation of RBF-ARX Model. IEEE Trans. Cybern. 45 (3) (2015)
Hui Peng, Genshiro Kitagawa, Yoshiyasu Tamura, Yanhui Xi, Yemei Qin, Xiaohong Chen
A modeling approach to financial time series based on market microstructure model with jumps. Appl. Soft Comput. 29 (2015)
Yemei Qin, Hui Peng, Feng Zhou, Xiaoyong Zeng, Jun Wu
Nonlinear modeling and control approach to magnetic levitation ball system using functional weight RBF network-based state-dependent ARX model. J. Frankl. Inst. 352 (10) (2015)
Yanhui Xi, Hui Peng, Yemei Qin, Wenbiao Xie, Xiaohong Chen
Bayesian analysis of heavy-tailed market microstructure model and its application in stock markets. Math. Comput. Simul. 117 (2015)
Garba Inoussa, Hui Peng, Zhi-Cheng Ye, Usman Babawuro, Samaila Umaru
Local Polynomial Wavelet Neural Network with a Nonlinear Structured Parameter Optimization Method. J. Inf. Sci. Eng. 30 (2) (2014)
Yanhui Xi, Hui Peng, Xiaohong Chen
A sequential learning algorithm based on adaptive particle filtering for RBF networks. Neural Comput. Appl. 25 (3-4) (2014)
Tetsuo Takanami, Genshiro Kitagawa, Hui Peng, Alan T. Linde, I. Selwyn Sacks
. Data Sci. J. 12 (2013)
Garba Inoussa, Hui Peng, Jun Wu
Nonlinear time series modeling and prediction using functional weights wavelet neural network-based state-dependent AR model. Neurocomputing 86 (2012)
Min Gan, Hui Peng
Stability analysis of RBF network-based state-dependent autoregressive model for nonlinear time series. Appl. Soft Comput. 12 (1) (2012)
Min Gan, Hui Peng, Liyuan Chen
A global-local optimization approach to parameter estimation of RBF-type models. Inf. Sci. 197 (2012)
Min Gan, Hui Peng, Xiaoyan Peng, Xiaohong Chen, Garba Inoussa
A locally linear RBF network-based state-dependent AR model for nonlinear time series modeling. Inf. Sci. 180 (22) (2010)
Min Gan, Hui Peng, Xiaoyan Peng, Xiaohong Chen, Garba Inoussa
An adaptive decision maker for constrained evolutionary optimization. Appl. Math. Comput. 215 (12) (2010)
Min Gan, Hui Peng
A hybrid approach for parameter optimization of RBF-AR model. CDC (2010)
Hui Peng, Kohei Ohtsu, Genshiro Kitagawa, Hiroyuki Oda
A Statistical Modeling and Tracking Control Approach to Marine Vehicle. CCA (2010)
Jun Wu, Hui Peng, Qing Chen
RBF-ARX Model-based Modeling and Control of Quadrotor. CCA (2010)
Hui Peng, Kazushi Nakano, Hideo Shioya
Nonlinear Predictive Control Using Neural Nets-Based Local Linearization ARX Model - Stability and Industrial Application. IEEE Trans. Control. Syst. Technol. 15 (1) (2007)
Hui Peng, Zi-Jiang Yang, Weihua Gui, Min Wu, Hideo Shioya, Kazushi Nakano
Nonlinear system modeling and robust predictive control based on RBF-ARX model. Eng. Appl. Artif. Intell. 20 (1) (2007)
Hui Peng, Genshiro Kitagawa, Yoshiyasu Tamura, Yoko Tanokura, Min Gan, Xiaohong Chen
Detection of low-frequency large-amplitude jump in financial time series. CDC (2007)
Hui Peng, Weihua Gui, Hideo Shioya, Runmin Zou
A predictive control strategy for nonlinear NOx decomposition process in thermal power plants. IEEE Trans. Syst. Man Cybern. Part A 36 (5) (2006)
Hui Peng, Yoshiyasu Tamura, W. Gui, Tohru Ozaki
Modelling and asset allocation for financial markets based on a stochastic volatility microstructure model. Int. J. Syst. Sci. 36 (6) (2005)
Hui Peng, Weihua Gui, Kazushi Nakano, Hideo Shioya
Robust MPC Based on Multivariable RBF-ARX Model for Nonlinear Systems. CDC/ECC (2005)
Hui Peng, Tohru Ozaki, Valerie Haggan-Ozaki, Yukihiro Toyoda
A parameter optimization method for radial basis function type models. IEEE Trans. Neural Networks 14 (2) (2003)
Hui Peng, Tohru Ozaki, Masafumi Mori, Hideo Shioya, Valerie Haggan-Ozaki
Modeling and control of nonlinear nitrogen oxide decomposition process. CDC (2003)
Hui Peng, Tohru Ozaki, Juan Carlos Jimenez
Modeling and control for foreign exchange based on a continuous time stochastic microstructure model. CDC (2002)
Hui Peng, Tohru Ozaki, Valerie Haggan-Ozaki, Yukihiro Toyoda
A nonlinear exponential ARX model-based multivariable generalized predictive control strategy for thermal power plants. IEEE Trans. Control. Syst. Technol. 10 (2) (2002)
Hui Peng, Tohru Ozaki, Yukihiro Toyoda, Valerie Haggan-Ozaki
Nonlinear predictive control based on a global model identified off-line. ACC (2002)
Hui Peng, Tohru Ozaki, Valerie Haggan-Ozaki, Yukihiro Toyoda
Structured parameter optimization method for the radial basis function-based state-dependent autoregressive model. Int. J. Syst. Sci. 33 (13) (2002)