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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：193/56  |  提交时间：2022/12/02
Parallel Manufacturing  Digital Workers  CPSS  Smart Manufacturing  Industrial Metaverses  
Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426
作者:  ChiYan Lee;  Hideyuki Hasegawa;  Shangce Gao
Adobe PDF(1612Kb)  |  收藏  |  浏览/下载：232/54  |  提交时间：2022/08/01
Complex activation function  complex backpropagation algorithm  complex-valued learning algorithm  complex-valued neural network  deep learning  
Differentiable Automatic Data Augmentation by Proximal Update for Medical Image Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1315-1318
作者:  Wenxuan He;  Min Liu;  Yi Tang;  Qinghao Liu;  Yaonan Wang
Adobe PDF(407Kb)  |  收藏  |  浏览/下载：208/68  |  提交时间：2022/06/27
An Overview and Experimental Study of Learning-Based Optimization Algorithms for the Vehicle Routing Problem 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1115-1138
作者:  Bingjie Li;  Guohua Wu;  Yongming He;  Mingfeng Fan;  Witold Pedrycz
Adobe PDF(2802Kb)  |  收藏  |  浏览/下载：467/269  |  提交时间：2022/06/27
End-to-end approaches  learning-based optimization (LBO) algorithms  reinforcement learning  step-by-step approaches  vehicle routing problem (VRP)  
Generative Adversarial Network Based Heuristics for Sampling-Based Path Planning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 64-74
作者:  Tianyi Zhang;  Jiankun Wang;  Max Q.-H. Meng
Adobe PDF(19604Kb)  |  收藏  |  浏览/下载：249/47  |  提交时间：2021/11/03
Generative adversarial network (GAN)  optimal path planning  robot path planning  sampling-based path planning