D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Electronics and Electrical Engineering D-index 45 Citations 6,441 126 World Ranking 1489 National Ranking 166

Overview

What is he best known for?

The fields of study he is best known for:

  • Control theory
  • Artificial intelligence
  • Machine learning

His primary areas of investigation include Mathematical optimization, Optimal control, Nonlinear system, Artificial neural network and Control theory. His study in Dynamic programming and Bellman equation is carried out as part of his Mathematical optimization studies. Ding Wang combines subjects such as Lyapunov function, Robust control, Iterative method, Intelligent control and Adaptive control with his study of Optimal control.

His study in Nonlinear system is interdisciplinary in nature, drawing from both Stability, Algorithm and Dynamical system. His Artificial neural network research is multidisciplinary, relying on both Control theory and Linear-quadratic-Gaussian control. His research integrates issues of Nash equilibrium and Reinforcement learning in his study of Control theory.

His most cited work include:

  • Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programming (244 citations)
  • Decentralized Stabilization for a Class of Continuous-Time Nonlinear Interconnected Systems Using Online Learning Optimal Control Approach (193 citations)
  • Neural-Network-Based Online HJB Solution for Optimal Robust Guaranteed Cost Control of Continuous-Time Uncertain Nonlinear Systems (166 citations)

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

Ding Wang focuses on Artificial neural network, Nonlinear system, Optimal control, Control theory and Mathematical optimization. His Artificial neural network research incorporates themes from Discrete time and continuous time, Control engineering, Control, Intelligent control and Reinforcement learning. His studies deal with areas such as Differential game, Approximation algorithm and System dynamics as well as Nonlinear system.

His Optimal control research includes themes of Stability, Dynamic programming and Adaptive control. The various areas that Ding Wang examines in his Dynamic programming study include Dual control theory and Bellman equation. The concepts of his Mathematical optimization study are interwoven with issues in Algorithm and Computational intelligence.

He most often published in these fields:

  • Artificial neural network (72.16%)
  • Nonlinear system (69.89%)
  • Optimal control (68.75%)

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

  • Artificial neural network (72.16%)
  • Optimal control (68.75%)
  • Nonlinear system (69.89%)

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

Ding Wang mainly focuses on Artificial neural network, Optimal control, Nonlinear system, Control theory and Mathematical optimization. His study in Artificial neural network is interdisciplinary in nature, drawing from both Control theory, Discrete time and continuous time and Adaptive system. Ding Wang has included themes like Dynamical systems theory, Dynamic programming, Robustness and Bellman equation in his Optimal control study.

His work on Stability theory and Exponential stability as part of general Nonlinear system study is frequently linked to Uniform boundedness, therefore connecting diverse disciplines of science. His Control theory study frequently draws connections between related disciplines such as Tracking. His Iterative method study, which is part of a larger body of work in Mathematical optimization, is frequently linked to Population and Process, bridging the gap between disciplines.

Between 2019 and 2021, his most popular works were:

  • Self-Learning Optimal Regulation for Discrete-Time Nonlinear Systems Under Event-Driven Formulation (35 citations)
  • Adaptive Neural Output-Feedback Controller Design of Switched Nonlower Triangular Nonlinear Systems With Time Delays (21 citations)
  • Robust Policy Learning Control of Nonlinear Plants With Case Studies for a Power System Application (12 citations)

In his most recent research, the most cited papers focused on:

  • Control theory
  • Artificial intelligence
  • Machine learning

Ding Wang spends much of his time researching Nonlinear system, Control theory, Artificial neural network, Optimal control and Stability. The Nonlinear system study combines topics in areas such as Control theory, Dynamic programming and Adaptive system. The study incorporates disciplines such as Stability criterion, Exponential stability and Trajectory in addition to Control theory.

His Dynamic programming research is multidisciplinary, relying on both Recurrent neural network and Actuator, Robustness, Adaptive learning, Artificial intelligence. His work deals with themes such as Approximation algorithm, Robust control and Electric power system, which intersect with Optimal control. His Stability research is multidisciplinary, incorporating perspectives in Discrete time and continuous time, State observer and Bellman equation.

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

Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programming

Ding Wang;Derong Liu;Qinglai Wei;Dongbin Zhao.
Automatica (2012)

303 Citations

Adaptive Dynamic Programming for Control: Algorithms and Stability

Huaguang Zhang;Derong Liu;Yanhong Luo;Ding Wang.
(2012)

298 Citations

Neural-Network-Based Optimal Control for a Class of Unknown Discrete-Time Nonlinear Systems Using Globalized Dual Heuristic Programming

Derong Liu;Ding Wang;Dongbin Zhao;Qinglai Wei.
IEEE Transactions on Automation Science and Engineering (2012)

221 Citations

Decentralized Stabilization for a Class of Continuous-Time Nonlinear Interconnected Systems Using Online Learning Optimal Control Approach

Derong Liu;Ding Wang;Hongliang Li.
IEEE Transactions on Neural Networks (2014)

220 Citations

Reinforcement-Learning-Based Robust Controller Design for Continuous-Time Uncertain Nonlinear Systems Subject to Input Constraints

Derong Liu;Xiong Yang;Ding Wang;Qinglai Wei.
IEEE Transactions on Systems, Man, and Cybernetics (2015)

186 Citations

Finite-horizon neuro-optimal tracking control for a class of discrete-time nonlinear systems using adaptive dynamic programming approach

Ding Wang;Derong Liu;Qinglai Wei.
Neurocomputing (2012)

180 Citations

Model-Free Optimal Tracking Control via Critic-Only Q-Learning

Biao Luo;Derong Liu;Tingwen Huang;Ding Wang.
IEEE Transactions on Neural Networks (2016)

177 Citations

Data-Based Adaptive Critic Designs for Nonlinear Robust Optimal Control With Uncertain Dynamics

Ding Wang;Derong Liu;Qichao Zhang;Dongbin Zhao.
systems man and cybernetics (2016)

168 Citations

Neural-Network-Based Online HJB Solution for Optimal Robust Guaranteed Cost Control of Continuous-Time Uncertain Nonlinear Systems

Derong Liu;Ding Wang;Fei-Yue Wang;Hongliang Li.
IEEE Transactions on Systems, Man, and Cybernetics (2014)

166 Citations

Adaptive Critic Nonlinear Robust Control: A Survey

Ding Wang;Haibo He;Derong Liu.
IEEE Transactions on Systems, Man, and Cybernetics (2017)

166 Citations

Best Scientists Citing Ding Wang

Huaguang Zhang

Huaguang Zhang

Northeastern University

Publications: 95

Derong Liu

Derong Liu

University of Illinois at Chicago

Publications: 88

Qinglai Wei

Qinglai Wei

Chinese Academy of Sciences

Publications: 66

Dongbin Zhao

Dongbin Zhao

Chinese Academy of Sciences

Publications: 50

Haibo He

Haibo He

University of Rhode Island

Publications: 48

Frank L. Lewis

Frank L. Lewis

The University of Texas at Arlington

Publications: 38

Zhong-Ping Jiang

Zhong-Ping Jiang

New York University

Publications: 34

Changyin Sun

Changyin Sun

Southeast University

Publications: 32

Wei He

Wei He

University of Science and Technology Beijing

Publications: 31

Shaocheng Tong

Shaocheng Tong

Liaoning University of Technology

Publications: 28

Zhanshan Wang

Zhanshan Wang

Northeastern University

Publications: 25

Jing Na

Jing Na

Kunming University of Science and Technology

Publications: 24

C. L. Philip Chen

C. L. Philip Chen

University of Macau

Publications: 23

Guang-Hong Yang

Guang-Hong Yang

Northeastern University

Publications: 21

Tingwen Huang

Tingwen Huang

Texas A&M University at Qatar

Publications: 21

Yan-Jun Liu

Yan-Jun Liu

Liaoning University of Technology

Publications: 20

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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