Model Predictive Control of Nonlinear Systems With Unmodeled Dynamics Based on Feedforward and Recurrent Neural Networks

Model Predictive Control of Unknown Nonlinear Dynamical Systems Based on Recurrent Neural Networks

(2011) Yunpeng Pan et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Integral-Square-Error Performance of Multiplexed Model Predictive Control

(2011) Keck Voon Ling et al.   IEEE Transactions on Industrial Informatics

Efficient Model Predictive Control for Nonlinear Systems via Function Approximation Techniques

(2010) M Canale et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Nonlinear Model Predictive Control With Neural Network Optimization for Autonomous Autorotation of Small Unmanned Helicopters

(2010) Konstantinos Dalamagkidis et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Development and Implementation of Parameterized FPGA-Based General Purpose Neural Networks for Online Applications

(2010) Alexander Gomperts et al.   IEEE Transactions on Industrial Informatics

Output tracking of constrained nonlinear processes with offset-free input-to-state stable fuzzy predictive control

(2009) Tiejun Zhang et al.   AUTOMATICA

The advanced-step NMPC controller: Optimality, stability and robustness

(2008) Victor M. Zavala et al.   AUTOMATICA

Adaptive Neural Network Control for Helicopters in Vertical Flight

(2008) Keng Peng Tee et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

An Improved Dual Neural Network for Solving a Class of Quadratic Programming Problems and Its -Winners-Take-All Application

(2008) Xiaolin Hu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

A One-Layer Recurrent Neural Network With a Discontinuous Hard-Limiting Activation Function for Quadratic Programming

(2008) Qingshan Liu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

A Novel Recurrent Neural Network for Solving Nonlinear Optimization Problems With Inequality Constraints

(2008) Youshen Xia et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Two k-winners-take-all networks with discontinuous activation functions

(2008) Qingshan Liu et al.   NEURAL NETWORKS