# Huai-Ning Wu

## D-Index & Metrics

Discipline name D-index Citations Publications World Ranking National Ranking
Electronics and Electrical Engineering D-index 54 Citations 7,698 175 World Ranking 905 National Ranking 105

## What is he best known for?

### The fields of study he is best known for:

• Control theory
• Artificial intelligence
• Nonlinear system

Huai-Ning Wu mainly focuses on Control theory, Nonlinear system, Artificial neural network, Fuzzy control system and Fuzzy logic. He has researched Control theory in several fields, including Node and Network model. His Nonlinear system study incorporates themes from Partial differential equation, Mathematical optimization, Actuator and Reinforcement learning.

His biological study spans a wide range of topics, including Passivity, Synchronization networks, Synchronization and Reaction–diffusion system. His Fuzzy control system study integrates concerns from other disciplines, such as Control system, Robust control, Compensation, Discrete time and continuous time and Open-loop controller. His Fuzzy logic research is multidisciplinary, incorporating perspectives in Stability and Chaotic, Lorenz system.

### His most cited work include:

• New Approach to Delay-Dependent Stability Analysis and Stabilization for Continuous-Time Fuzzy Systems With Time-Varying Delay (218 citations)
• Mode-independent robust stabilization for uncertain Markovian jump nonlinear systems via fuzzy control (192 citations)
• Off-Policy Reinforcement Learning for $H_\infty$ Control Design (180 citations)

## What are the main themes of his work throughout his whole career to date?

His scientific interests lie mostly in Control theory, Nonlinear system, Fuzzy logic, Exponential stability and Fuzzy control system. His study in Control theory, Linear matrix inequality, Lyapunov function, Parabolic partial differential equation and Distributed parameter system falls under the purview of Control theory. The study incorporates disciplines such as Partial differential equation, Mathematical optimization, Ode, Applied mathematics and Ordinary differential equation in addition to Nonlinear system.

Huai-Ning Wu interconnects Full state feedback, Pointwise, Stability and Piecewise in the investigation of issues within Fuzzy logic. His research investigates the connection between Exponential stability and topics such as Artificial neural network that intersect with issues in Adaptive system, Reinforcement learning, Network model and Adaptive control. His Fuzzy control system research integrates issues from Control system, Nonlinear control, Fuzzy number, Tracking error and Optimization problem.

### He most often published in these fields:

• Control theory (73.84%)
• Nonlinear system (41.35%)
• Fuzzy logic (32.49%)

## What were the highlights of his more recent work (between 2019-2021)?

• Control theory (73.84%)
• Nonlinear system (41.35%)
• Exponential stability (30.38%)

### In recent papers he was focusing on the following fields of study:

Control theory, Nonlinear system, Exponential stability, Fuzzy logic and Fuzzy control system are his primary areas of study. His Control theory research includes themes of Artificial neural network and Human-in-the-loop. His work carried out in the field of Nonlinear system brings together such families of science as Data-driven, Linear system, Optimal control and Reinforcement learning.

His Exponential stability research is multidisciplinary, incorporating elements of Parabolic partial differential equation, Linear matrix inequality, Lyapunov function, Applied mathematics and Piecewise. His research combines Control theory and Fuzzy logic. His work deals with themes such as Ode and Distributed parameter system, which intersect with Fuzzy control system.

### Between 2019 and 2021, his most popular works were:

• Event-Triggered Optimal Control With Performance Guarantees Using Adaptive Dynamic Programming (29 citations)
• Finite-Time Synchronization and ${\mathcal{H}}_{\infty}$ Synchronization of Multiweighted Complex Networks With Adaptive State Couplings (25 citations)
• Finite-Time Passivity of Adaptive Coupled Neural Networks With Undirected and Directed Topologies (17 citations)

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

## Best Publications

New Approach to Delay-Dependent Stability Analysis and Stabilization for Continuous-Time Fuzzy Systems With Time-Varying Delay

Huai-Ning Wu;Han-Xiong Li.
IEEE Transactions on Fuzzy Systems (2007)

278 Citations

Off-Policy Reinforcement Learning for $H_\infty$ Control Design

Biao Luo;Huai-Ning Wu;Tingwen Huang.
IEEE Transactions on Systems, Man, and Cybernetics (2015)

269 Citations

Mode-independent robust stabilization for uncertain Markovian jump nonlinear systems via fuzzy control

Huai-Ning Wu;Kai-Yuan Cai.
systems man and cybernetics (2005)

233 Citations

Data-based approximate policy iteration for affine nonlinear continuous-time optimal control design

Biao Luo;Huai-Ning Wu;Tingwen Huang;Derong Liu.
Automatica (2014)

194 Citations

Passivity-based synchronization of a class of complex dynamical networks with time-varying delay

Jin-Liang Wang;Huai-Ning Wu;Tingwen Huang.
Automatica (2015)

180 Citations

Pinning Control Strategies for Synchronization of Linearly Coupled Neural Networks With Reaction–Diffusion Terms

Jin-Liang Wang;Huai-Ning Wu;Tingwen Huang;Shun-Yan Ren.
IEEE Transactions on Neural Networks (2016)

167 Citations

Pinning Control for Synchronization of Coupled Reaction-Diffusion Neural Networks With Directed Topologies

Jin-Liang Wang;Huai-Ning Wu;Tingwen Huang;Shun-Yan Ren.
systems man and cybernetics (2016)

160 Citations

Neural Network Based Online Simultaneous Policy Update Algorithm for Solving the HJI Equation in Nonlinear $H_{\infty}$ Control

Huai-Ning Wu;Biao Luo.
IEEE Transactions on Neural Networks (2012)

154 Citations

H $_{\infty}$ Fuzzy Observer-Based Control for a Class of Nonlinear Distributed Parameter Systems With Control Constraints

Huai-Ning Wu;Han-Xiong Li.
IEEE Transactions on Fuzzy Systems (2008)

150 Citations

Synchronization and adaptive control of an array of linearly coupled reaction-diffusion neural networks with hybrid coupling.

Jin-Liang Wang;Huai-Ning Wu.
IEEE Transactions on Systems, Man, and Cybernetics (2014)

148 Citations

## Best Scientists Citing Huai-Ning Wu

### Wei He

University of Science and Technology Beijing

Publications: 78

Publications: 68

### Derong Liu

University of Illinois at Chicago

Publications: 68

### Huaguang Zhang

Northeastern University

Publications: 62

### Ding Wang

Beijing University of Technology

Publications: 53

### Jinde Cao

Southeast University

Publications: 46

### Tingwen Huang

Texas A&M University at Qatar

Publications: 45

### Guang-Hong Yang

Northeastern University

Publications: 45

### Ju H. Park

Yeungnam University

Publications: 36

### Jianbin Qiu

Harbin Institute of Technology

Publications: 35

### Shouming Zhong

University of Electronic Science and Technology of China

Publications: 35

### Changyin Sun

Southeast University

Publications: 31

### Frank L. Lewis

The University of Texas at Arlington

Publications: 30

### Hamid Reza Karimi

Politecnico di Milano

Publications: 29

### Zhigang Zeng

Huazhong University of Science and Technology

Publications: 29

### Qingling Zhang

Yale University

Publications: 26

Profile was last updated on December 6th, 2021.