Collective Movement Simulation: Methods and Applications
文献类型：期刊论文
| 作者 | Hua Wang1,2,4; Xing-Yu Guo4; Hao Tao3; Ming-Liang Xu1,2,4 |
| 刊名 | Machine Intelligence Research
 |
| 出版日期 | 2024 |
| 卷号 | 21期号:3页码:452-480 |
| 关键词 | Collective movement simulation, multiple objects, multiple discipline, simulation effect, collective intelligence |
| ISSN号 | 2731-538X |
| DOI | 10.1007/s11633-022-1405-5 |
| 英文摘要 | Collective movement simulations are challenging and important in many areas, including life science, mathematics, physics, information science and public safety. In this survey, we provide a comprehensive review of the state-of-the-art techniques for collective movement simulations. We start with a discussion on certain concepts to help beginners understand it more systematically. Then, we analyze the intelligence among different collective objects and the emphasis in different fields. Next, we classify existing collective movement simulation methods into four categories according to their effects, namely versatility, accuracy, dynamic adaptability, and assessment feedback capability. Furthermore, we introduce five applications of layout optimization, emergency control, dispatching, unmanned systems, and other derivative applications. Finally, we summarize possible future research directions. |
| 源URL | [http://ir.ia.ac.cn/handle/173211/56476]  |
| 专题 | 自动化研究所_学术期刊_International Journal of Automation and Computing |
| 作者单位 | 1.National Supercomputing Center in Zhengzhou, Zhengzhou 450001, China 2.Engineering Research Center of Intelligent Swarm Systems, Ministry of Education, Zhengzhou 450001, China 3.China Ship Development and Design Center, Wuhan 430060, China 4.School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou 450001, China |
| 推荐引用方式 GB/T 7714 | Hua Wang,Xing-Yu Guo,Hao Tao,et al. Collective Movement Simulation: Methods and Applications[J]. Machine Intelligence Research,2024,21(3):452-480. |
| APA | Hua Wang,Xing-Yu Guo,Hao Tao,&Ming-Liang Xu.(2024).Collective Movement Simulation: Methods and Applications.Machine Intelligence Research,21(3),452-480. |
| MLA | Hua Wang,et al."Collective Movement Simulation: Methods and Applications".Machine Intelligence Research 21.3(2024):452-480. |
入库方式： OAI收割
来源：自动化研究所
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