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Constrained Multi-Objective Optimization With Deep Reinforcement Learning Assisted Operator Selection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 919-931
作者:  Fei Ming;  Wenyin Gong;  Ling Wang;  Yaochu Jin
Adobe PDF(2091Kb)  |  收藏  |  浏览/下载：92/38  |  提交时间：2024/03/18
Constrained multi-objective optimization  deep Q-learning  deep reinforcement learning (DRL)  evolutionary algorithms  evolutionary operator selection  
Parallel Manufacturing for Industrial Metaverses: A New Paradigm in Smart Manufacturing 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2063-2070
作者:  Jing Yang;  Xiaoxing Wang;  Yandong Zhao
Adobe PDF(2163Kb)  |  收藏  |  浏览/下载：202/58  |  提交时间：2022/12/02
Parallel Manufacturing  Digital Workers  CPSS  Smart Manufacturing  Industrial Metaverses  
Data Augmentation and Deep Neuro-fuzzy Network for Student Performance Prediction with MapReduce Framework 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 981-992
作者:  Amlan Jyoti Baruah;  Siddhartha Baruah
Adobe PDF(1583Kb)  |  收藏  |  浏览/下载：247/57  |  提交时间：2021/11/26
Educational data mining (EDA)  MapReduce framework  deep neuro-fuzzy network  student performance  data augmentation  
A Review on Representative Swarm Intelligence Algorithms for Solving Optimization Problems: Applications and Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1627-1643
作者:  Jun Tang;  Gang Liu;  Qingtao Pan
Adobe PDF(5712Kb)  |  收藏  |  浏览/下载：158/40  |  提交时间：2021/09/03
Ant colony optimization (ACO)  artificial bee colony (ABC)  artificial fish swarm (AFS)  bacterial foraging optimization (BFO)  optimization  particle swarm optimization (PSO)  swarm intelligence  
Evolutionary Computation in Social Propagation over Complex Networks: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 503-520
作者:  Tian-Fang Zhao;  Wei-Neng Chen;  Xin-Xin Ma;  Xiao-Kun Wu
Adobe PDF(1283Kb)  |  收藏  |  浏览/下载：185/53  |  提交时间：2021/07/20
Evolutionary computation  complex network  propagation dynamics  social diffusion  evolution model  optimization algorithm  
Influence of Data Clouds Fusion From 3D Real-Time Vision System on Robotic Group Dead Reckoning in Unknown Terrain 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 368-385
作者:  Mykhailo Ivanov;  Oleg Sergyienko;  Vera Tyrsa;  Lars Lindner;  Wendy Flores-Fuentes;  Julio Cesar Rodríguez-Quiñonez;  Wilmar Hernandez;  Paolo Mercorelli
浏览  |  Adobe PDF(19362Kb)  |  收藏  |  浏览/下载：234/64  |  提交时间：2021/03/11
Data transfer  group behavior  machine vision  navigation  robotic group (RG)  vision system  
A Local Contrast Fusion Based 3D Otsu Algorithm for Multilevel Image Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 200-213
作者:  Ashish Kumar Bhandari;  Arunangshu Ghosh;  Immadisetty Vinod Kumar
浏览  |  Adobe PDF(55615Kb)  |  收藏  |  浏览/下载：163/33  |  提交时间：2021/03/11
1D Otsu  2D Otsu  3D Otsu  image fusion  local contrast  multi-level image segmentation  
Application of Fractional Order PID Controller for AGC Under Deregulated Environment 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 1, 页码: 84-93
作者:  Nagendra Kumar;  Barjeev Tyagi;  Vishal Kumar
浏览  |  Adobe PDF(1466Kb)  |  收藏  |  浏览/下载：148/54  |  提交时间：2021/02/23
Automatic generation control (AGC)  deregulation  Big Bang Big Brunch (BBBC) algorithm  fractional order proportional integral derivative (FOPID) controller  optimization.  
Control of a Two-wheeled Machine with Two-directions Handling Mechanism Using PID and PD-FLC Algorithms 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 4, 页码: 511-533
作者:  Khaled M. Goher;  Sulaiman O. Fadlallah
浏览  |  Adobe PDF(2563Kb)  |  收藏  |  浏览/下载：166/52  |  提交时间：2021/02/22
Two-wheeled inverted pendulum (IP) with two direction handling  Lagrangian formulation  proportional-integral-derivative (PID)  fuzzy logic control (FLC)  under-actuated systems.  
Face Recognition Based on SVM Optimized by the Improved Bacterial Foraging Optimization Algorithm 期刊论文
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2019, 卷号: 33, 期号: 7, 页码: 17
作者:  Zeng, Zhigao;  Guan, Lianghua;  Zhu, Wenqiu;  Dong, Jing;  Li, Jun
收藏  |  浏览/下载：294/0  |  提交时间：2019/09/30
Support vector machine  bacterial foraging optimization  parameter optimization  face recognition  local binary pattern