Robust Pole Assignment for Synthesizing Feedback Control Systems Using Recurrent Neural Networks

A recurrent neural network for solving a class of generalized convex optimization problems

(2013) Alireza Hosseini et al.   NEURAL NETWORKS

A One-Layer Projection Neural Network for Nonsmooth Optimization Subject to Linear Equalities and Bound Constraints

(2013) Qingshan Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

Model Predictive Control for Tracking of Underactuated Vessels Based on Recurrent Neural Networks

(2012) Zheng Yan et al.   IEEE JOURNAL OF OCEANIC ENGINEERING

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

(2012) Zheng Yan et al.   IEEE Transactions on Industrial Informatics

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

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

A One-Layer Recurrent Neural Network for Pseudoconvex Optimization Subject to Linear Equality Constraints

(2011) Zhishan Guo et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

A one-layer recurrent neural network for constrained pseudoconvex optimization and its application for dynamic portfolio optimization

(2011) Qingshan Liu et al.   NEURAL NETWORKS

Minimizing the Condition Number of a Gram Matrix

(2011) Xiaojun Chen et al.   SIAM JOURNAL ON OPTIMIZATION

Robust Exact Pole Placement via an LMI-Based Algorithm

(2009) Mustapha Ait Rami et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Subgradient-Based Neural Networks for Nonsmooth Nonconvex Optimization Problems

(2009) Wei Bian et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Optimizing Condition Numbers

(2009) Pierre Maréchal et al.   SIAM JOURNAL ON OPTIMIZATION

Subgradient-Based Neural Networks for Nonsmooth Convex Optimization Problems

(2008) Xiaoping Xue et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

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