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Data-Driven Learning Control Algorithms for Unachievable Tracking Problems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 205-218
作者:
Zeyi Zhang
;
Hao Jiang
;
Dong Shen
;
Samer S. Saab
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/01/02
Data-driven algorithms
incomplete information
iterative learning control
gradient information
unachievable problems
Multistep Look-Ahead Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems With Isoperimetric Constraints
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 13
作者:
Li, Tao
;
Wei, Qinglai
;
Wang, Fei-Yue
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  |  
浏览/下载:0/0
  |  
提交时间:2024/02/22
Performance analysis
Optimal control
Dynamic programming
Iterative algorithms
Upper bound
Measurement
Convergence
Adaptive dynamic programming (ADP)
isoperimetric constraints
nonlinear systems
optimal control
policy iteration
Data Generation Feedback Relearning Control for Unmodeled Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2023, 页码: 12
作者:
Zhang, Yong
;
Mu, Chaoxu
;
Zhao, Dongbin
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/11/16
Data models
Real-time systems
Heuristic algorithms
Mathematical models
Adaptation models
Approximation algorithms
Cost function
Data generation model
feedback relearning control
delayed neural network
reinforcement learning
unmodeled nonlinear system
Multiple Elite Individual Guided Piecewise Search-Based Differential Evolution
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 135-158
作者:
Shubham Gupta
;
Shitu Singh
;
Rong Su
;
Shangce Gao
;
Jagdish Chand Bansal
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2023/01/03
Control parameters
differential Evolution
metaheuristic algorithms
mutation operator
Network-Wide Traffic Signal Control Based on MARL With Hierarchical Nash-Stackelberg Game Model
期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 145085-145100
作者:
Shen, Hui
;
Zhao, Hongxia
;
Zhang, Zundong
;
Yang, Xun
;
Song, Yutong
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  |  
浏览/下载:0/0
  |  
提交时间:2024/02/22
Games
Roads
Approximation algorithms
Q-learning
Multi-agent systems
Process control
Optimization
Reinforcement learning
Traffic control
Network-wide traffic signal control
hierarchical game model
multi-agent reinforcement learning
Cost optimization of UAV-MEC network calculation offloading: A multi-agent reinforcement learning method
期刊论文
Ad Hoc Networks, 2022, 卷号: 136
作者:
Xue, Jianbin
;
Wu, Qingqing
;
Zhang, Haijun
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  |  
浏览/下载:17/0
  |  
提交时间:2022/09/22
Antennas
computation offloading
Convex optimization
Cost effectiveness
Deep learning
Energy utilization
Learning algorithms
Learning systems
Markov processes
Mobile edge computing
Multi agent systems
Power control
Reinforcement learning
Unmanned aerial vehicles (UAV)
Aerial vehicle
Computation offloading
Costs Optimization
Deep reinforcement learning
Edge computing
Multi-access edge computing
Multiaccess
Reinforcement learnings
Unmanned aerial vehicle
User equipments
Switching Event-Triggered Adaptive Resilient Dynamic Surface Control for Stochastic Nonlinear CPSs With Unknown Deception Attacks
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 9
作者:
Niu, Ben
;
Chen, Wendi
;
Su, Wei
;
Wang, Huanqing
;
Wang, Ding
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  |  
浏览/下载:20/0
  |  
提交时间:2022/11/14
Switches
Stochastic processes
Security
Heuristic algorithms
Actuators
Nonlinear systems
Control design
Dynamic surface control (DSC)
stochastic nonlinear cyber-physical systems (CPSs)
switching threshold event-triggered control
unknown deception attacks
Evolution of Controllers Under a Generalized Structure Encoding/Decoding Scheme With Application to Magnetic Levitation System
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 卷号: 69, 期号: 9, 页码: 9655-9666
作者:
Xin, Bin
;
Wang, Yipeng
;
Xue, Wenchao
;
Cai, Tao
;
Fan, Zhun
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2022/06/21
Optimization
Design methodology
Control systems
Tuning
Magnetic levitation
Signal processing
Periodic structures
Automatic design of controllers
disturbance-rejection
intelligent optimization algorithms
magnetic levitation system (MLS)
mixed-variable optimization
An effective water wave optimization algorithm with problem-specific knowledge for the distributed assembly blocking flow-shop scheduling problem
期刊论文
Knowledge-Based Systems, 2022, 卷号: 243
作者:
Zhao, Fuqing
;
Shao, Dongqu
;
Wang, Ling
;
Xu, Tianpeng
;
Zhu, Ningning
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  |  
浏览/下载:18/0
  |  
提交时间:2022/04/21
Benchmarking
Integer programming
Machine shop practice
Manufacture
Production control
Scheduling
Supply chains
Blocking flow shops
Distributed assembly
Flow shop scheduling problem
Mixed integer linear
Optimisations
Optimization algorithms
Performance
Problem-specific knowledge
Total tardiness
Water wave optimization
Event-Triggered Near-Optimal Control for Unknown Discrete-Time Nonlinear Systems Using Parallel Control
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 15
作者:
Lu, Jingwei
;
Wei, Qinglai
;
Zhou, Tianmin
;
Wang, Ziyang
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/07/25
Nonlinear systems
Optimal control
Control systems
Performance analysis
Stability criteria
Iterative algorithms
Heuristic algorithms
Adaptive dynamic programming (ADP)
event-triggered control
near-optimal control
parallel control
reinforcement learning (RL)
unknown nonlinear systems
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