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Evolutionary Computation for Large-scale Multi-objective Optimization: A Decade of Progresses 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 155-169
作者:  Wen-Jing Hong;  Peng Yang;  Ke Tang
Adobe PDF(946Kb)  |  收藏  |  浏览/下载：132/35  |  提交时间：2021/04/22
Large-scale multi-objective optimization  high-dimensional search space  evolutionary computation  evolutionary algorithms  scalability  
Synthesizing Robot Programs with Interactive Tutor Mode 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 4, 页码: 462-474
作者:  Hao Li;  Yu-Ping Wang;  Tai-Jiang Mu
浏览  |  Adobe PDF(1023Kb)  |  收藏  |  浏览/下载：110/43  |  提交时间：2021/02/22
Human-robot interaction  semantic parsing  program synthesis  intelligent robotic systems  natural language understanding.  
Genetic Programming-based Self-reconfiguration Planning for Metamorphic Robot 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 4, 页码: 431-442
作者:  Tarek Ababsa;  Noureddine Djedl;  Yves Duthen
浏览  |  Adobe PDF(2672Kb)  |  收藏  |  浏览/下载：95/40  |  提交时间：2021/02/23
Modular robots  unit-compressible modules  self-reconfiguration  genetic programming  reconfiguration planning.  
Pinning Control and Controllability of Complex Dynamical Networks 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 1, 页码: 1-9
作者:  Guanrong Chen
浏览  |  Adobe PDF(2696Kb)  |  收藏  |  浏览/下载：121/47  |  提交时间：2021/02/23
Complex network  pinning control  controllability  linear time-invariant (LTI) system  temporally switching network  graph theory.  
Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 503-519
作者:  Tomaso Poggio;  Hrushikesh Mhaskar;  Lorenzo Rosasco;  Brando Miranda;  Qianli Liao
Adobe PDF(1711Kb)  |  收藏  |  浏览/下载：180/28  |  提交时间：2021/02/23
Deep learning  fine-grained image classification  semantic segmentation  convolutional neural network (CNN)  recurrent neural network (RNN).