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Fine-Grained Resource Provisioning and Task Scheduling for Heterogeneous Applications in Distributed Green Clouds 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1380-1393
作者:  Haitao Yuan;  MengChu Zhou;  Qing Liu;  Abdullah Abusorrah
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Bees algorithm  data centers  distributed green cloud (DGC)  energy optimization  intelligent optimization  simulated annealing  task scheduling  machine learning  
A Hybrid Brain-Computer Interface for Closed-Loop Position Control of a Robot Arm 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1344-1360
作者:  Arnab Rakshit;  Amit Konar;  Atulya K. Nagar
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Brain-computer interfacing (BCI)  electroencephalography (EEG)  Jaco robot arm  motor imagery  P300  steady-state visually evoked potential (SSVEP)  
Solving Multitrip Pickup and Delivery Problem With Time Windows and Manpower Planning Using Multiobjective Algorithms 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1134-1153
作者:  Jiahai Wang;  Yuyan Sun;  Zizhen Zhang;  Shangce Gao
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Adaptive neighborhood selection  manpower planning  multiobjective optimization  multitrip  pickup and delivery problem with time windows  
An Exponential Chaotic Oscillator Design and Its Dynamic Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1081-1086
作者:  Xiaoyuan Wang;  Chenxi Jin;  Xiaotao Min;  Dongsheng Yu;  Herbert Ho Ching Iu
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Chaos  exponent  multisim  nonlinear circuits  oscillators  simulation  
AI-Based Modeling and Data-Driven Evaluation for Smart Manufacturing Processes 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1026-1037
作者:  Mohammadhossein Ghahramani;  Yan Qiao;  MengChu Zhou;  Adrian O’Hagan;  James Sweeney
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Artificial intelligence (AI)  cyber physical systems  feature selection  genetic algorithms (GA)  industrial internet of things (IIOT)  machine learning  neural network (NN)  smart manufacturing  
Approximate Dynamic Programming for Stochastic Resource Allocation Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 975-990
作者:  Ali Forootani;  Raffaele Iervolino;  Massimo Tipaldi;  Joshua Neilson
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Approximate dynamic programming (ADP)  dynamic programming (DP)  Markov decision processes (MDPs)  resource allocation problem  
Optimal PID Control of Spatial Inverted Pendulum with Big Bang-Big Crunch Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 822-832
作者:  Jia-Jun Wang;  Tufan Kumbasar
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Big Bang-Big Crunch (BBBC)  optimal PID control  spatial inverted pendulum (SIP)  spatial trajectory tracking  
ADMM-based Distributed Algorithm for Economic Dispatch in Power Systems With Both Packet Drops and Communication Delays 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 842-852
作者:  Qing Yang;  Gang Chen;  Ting Wang
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Alternating direction method of multipliers (ADMM)  average consensus  directed graph (digraph)  distributed algorithm  economic dispatch  packet drops  time delays  
Classifying Environmental Features From Local Observations of Emergent Swarm Behavior 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 674-682
作者:  Megan Emmons;  Anthony A. Maciejewski;  Charles Anderson;  Edwin K. P. Chong
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Biologically inspired robotics  environment exploration  multi-agent systems  swarm robotics  
Optimal Neuro-Control Strategy for Nonlinear Systems With Asymmetric Input Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 575-583
作者:  Xiong Yang;  Bo Zhao
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Adaptive critic designs (ACDs)  asymmetric input constraint  critic neural network (CNN)  nonlinear systems  optimal control  reinforcement learning (RL)