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A Unified Optimization-Based Framework to Adjust Consensus Convergence Rate and Optimize the Network Topology in Uncertain Multi-Agent Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1539-1548
作者:  Mohammad Saeed Sarafraz;  Mohammad Saleh Tavazoei
Adobe PDF(1259Kb)  |  收藏  |  浏览/下载：150/40  |  提交时间：2021/09/03
Convergence-rate  element-wise uncertainty  robust controller  topology design  
Radial Basis Function Interpolation and Galerkin Projection for Direct Trajectory Optimization and Costate Estimation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1380-1388
作者:  Hossein Mirinejad;  Tamer Inanc;  Jacek M. Zurada
Adobe PDF(985Kb)  |  收藏  |  浏览/下载：138/50  |  提交时间：2021/06/11
Costate estimation  direct trajectory optimization  Galerkin projection  numerical optimal control  radial basis function interpolation  
Learning Convex Optimization Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1355-1364
作者:  Akshay Agrawal;  Shane Barratt;  Stephen Boyd
Adobe PDF(1593Kb)  |  收藏  |  浏览/下载：186/53  |  提交时间：2021/06/11
Convex optimization  differentiable optimization  machine learning  
Output-Feedback Based Simplified Optimized Backstepping Control for Strict-Feedback Systems with Input and State Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1119-1132
作者:  Jiaxin Zhang;  Kewen Li;  Yongming Li
Adobe PDF(1727Kb)  |  收藏  |  浏览/下载：147/52  |  提交时间：2021/06/11
Backstepping design  immeasurable states  neural-networks (NNs)  optimal control  state constraints  
Distributed Secondary Control of AC Microgrids With External Disturbances and Directed Communication Topologies: A Full-Order Sliding-Mode Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 554-564
作者:  Boda Ning;  Qing-Long Han;  Lei Ding
Adobe PDF(8047Kb)  |  收藏  |  浏览/下载：196/34  |  提交时间：2021/04/09
Directed communication topologies  distributed secondary control  external disturbances  full-order sliding-mode control  microgrids  
Computing Paradigms in Emerging Vehicular Environments: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 491-511
作者:  Lion Silva;  Naercio Magaia;  Breno Sousa;  Anna Kobusińska;  António Casimiro;  Constandinos X. Mavromoustakis;  George Mastorakis;  Victor Hugo C. de Albuquerque
Adobe PDF(12933Kb)  |  收藏  |  浏览/下载：134/23  |  提交时间：2021/04/09
Computing paradigm  cloud  edge  fog  internet of vehicle (IoV)  vehicular networks  
Multiagent Reinforcement Learning:Rollout and Policy Iteration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 249-272
作者:  Dimitri Bertsekas
Adobe PDF(2312Kb)  |  收藏  |  浏览/下载：158/36  |  提交时间：2021/04/09
Dynamic programming  multiagent problems  neuro-dynamic programming  policy iteration  reinforcement learning, rollout  
Data-Based Optimal Tracking of Autonomous Nonlinear Switching Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 227-238
作者:  Xiaofeng Li;  Lu Dong;  Changyin Sun
Adobe PDF(2830Kb)  |  收藏  |  浏览/下载：211/52  |  提交时间：2021/04/09
Adaptive dynamic programming  approximation error  data-based control  Q-learning  switching system  
On Performance Gauge of Average Multi-Cue Multi-Choice Decision Making: A Converse Lyapunov Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 136-147
作者:  Mehdi Firouznia;  Qing Hui
Adobe PDF(1472Kb)  |  收藏  |  浏览/下载：135/37  |  提交时间：2021/04/09
Cognitive modeling  decision making  Lyapunov function  multi-cue multi-choice tasks  performance gauge