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基于深度强化学习的高铁列车运行调整方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  王银
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高速铁路  智能调度  列车运行调整  列车运行图  强化学习  
Evolutionary Computation for Expensive Optimization: A Survey 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 3-23
Authors:  Jian-Yu Li
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Expensive optimization problem  evolutionary computation  evolutionary algorithm  swarm intelligence  particle swarm optimization  differential evolution  
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
Authors:  Bingjie Li;  Guohua Wu;  Yongming He;  Mingfeng Fan;  Witold Pedrycz
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End-to-end approaches  learning-based optimization (LBO) algorithms  reinforcement learning  step-by-step approaches  vehicle routing problem (VRP)  
水中智能清洁机器人的视觉感知与运动控制 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  孔诗涵
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水中智能作业机器人  水下双目标定  轨迹跟踪控制  智能水面作业系统  综合路径规划  
仿生滑翔机器海豚的多模态运动控制研究 学位论文
, 北京: 中国科学院大学, 2021
Authors:  王健
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仿生滑翔机器海豚  多模态  深度控制  路径规划  路径跟踪  
A Multi-Layered Gravitational Search Algorithm for Function Optimization and Real-World Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 94-109
Authors:  Yirui Wang;  Shangce Gao;  Mengchu Zhou;  Yang Yu
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Artificial intelligence  exploration and exploitation  gravitational search algorithm  hierarchical interaction  hierarchy  machine learning  population structure  
An Effective Cloud Workflow Scheduling Approach Combining PSO and Idle Time Slot-Aware Rules 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1079-1094
Authors:  Yun Wang;  Xingquan Zuo
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Cloud computing  idle time slot  particle swarm optimization  task scheduling sequence  workflow scheduling  
Disassembly Sequence Planning: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1308-1324
Authors:  Xiwang Guo;  MengChu Zhou;  Abdullah Abusorrah;  Fahad Alsokhiry;  Khaled Sedraoui
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Artificial intelligence (AI)  disassembly sequence planning (DSP)  intelligent optimization  modeling methods  multi-objective optimization  single-objective optimization  uncertainty  
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
Authors:  Tian-Fang Zhao
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Evolutionary computation  complex network  propagation dynamics  social diffusion  evolution model  optimization algorithm  
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
Authors:  Jun Tang;  Gang Liu;  Qingtao Pan
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Ant colony optimization (ACO)  artificial bee colony (ABC)  artificial fish swarm (AFS)  bacterial foraging optimization (BFO)  optimization  particle swarm optimization (PSO)  swarm intelligence