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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
浏览  |  Adobe PDF(3017Kb)  |  收藏  |  浏览/下载：176/59  |  提交时间：2021/03/11
Bees algorithm  data centers  distributed green cloud (DGC)  energy optimization  intelligent optimization  simulated annealing  task scheduling  machine learning  
Path Planning for Intelligent Robots Based on Deep Q-learning With Experience Replay and Heuristic Knowledge 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1179-1189
作者:  Lan Jiang;  Hongyun Huang;  Zuohua Ding
Adobe PDF(1955Kb)  |  收藏  |  浏览/下载：119/48  |  提交时间：2021/03/11
Deep Q-learning (DQL)  experience replay (ER)  heuristic knowledge (HK)  path planning  
BAS-ADAM: An ADAM Based Approach to Improve the Performance of Beetle Antennae Search Optimizer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 461-471
作者:  Ameer Hamza Khan;  Xinwei Cao;  Shuai Li;  Vasilios N. Katsikis;  Liefa Liao
Adobe PDF(4203Kb)  |  收藏  |  浏览/下载：170/35  |  提交时间：2021/03/11
Adaptive moment estimation (ADAM)  Beetle antennae search (BAM)  gradient estimation  metaheuristic optimization  nature-inspired algorithms  neural network  
A Hyper-Heuristic Framework for Lifetime Maximization in Wireless Sensor Networks With A Mobile Sink 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 223-236
作者:  Jinghui Zhong;  Zhixing Huang;  Liang Feng;  Wan Du;  Ying Li
浏览  |  Adobe PDF(4887Kb)  |  收藏  |  浏览/下载：221/40  |  提交时间：2021/03/11
Genetic programming  hyper-heuristics  static and dynamic networks  wireless sensor networks (WSNs)  
Control of a 3-RRR Planar Parallel Robot Using Fractional Order PID Controller 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 822-836
作者:  Auday Al-Mayyahi;  Ammar A. Aldair;  Chris Chatwin
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3-RRR planar parallel robot  Cayley-Menger determinants  inverse kinematic model  bilateration  fraction order proportional integral derivate (PID) controller  bat optimization algorithm.  
Accurate Classification of EEG Signals Using Neural Networks Trained by Hybrid Population-physic-based Algorithm 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 108-122
作者:  Sajjad Afrakhteh;  Mohammad-Reza Mosavi;  Mohammad Khishe;  Ahmad Ayatollahi
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Brain-computer interface (BCI)  classification  electroencephalography (EEG)  gravitational search algorithm (GSA)  multi-layer perceptron neural network (MLP-NN)  particle swarm optimization.  
Hybrid Dynamic Neural Network and PID Control of Pneumatic Artificial Muscle Using the PSO Algorithm 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 3, 页码: 428-438
作者:  Mahdi Chavoshian;  Mostafa Taghizadeh;  Mahmood Mazare
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Dynamic neural network (DNN) control  hybrid control  pneumatic muscle  particle swarm optimization  sliding mode control.  
A Comprehensive Review of Path Planning Algorithms for Autonomous Underwater Vehicles 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 3, 页码: 321-352
作者:  Madhusmita Panda;  Bikramaditya Das;  Bidyadhar Subudhi;  Bibhuti Bhusan Pati
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Autonomous underwater vehicle (AUV)  cooperative motion  formation control  optimization  path planning (PP).