Hybrid Agent Modeling in Population Simulation: Current Approaches and Future Directions
文献类型:期刊论文
作者 | Ye, Pei-jun1![]() ![]() ![]() |
刊名 | JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION
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出版日期 | 2016-01-31 |
卷号 | 19期号:1页码:1-20 |
关键词 | Agent Modeling Population Synthesis Survey |
英文摘要 | Agent based population is fundamental to the micro-simulation of various dynamic urban eco- and social systems. This paper surveys the basic theories and methods of hybrid agent modeling in population simulation emerged recent years. We first introduce the framework of this hybrid agent based population generation. The current approaches of initial database synthesis including sample based and sample free methods are then discussed in detail, followed by a brief comparison of these methods. In addition, the major types and characteristics of agent models and their applications are also reviewed. Finally, we conclude by outlining the future directions of population research using agent technology |
WOS标题词 | Social Sciences |
类目[WOS] | Social Sciences, Interdisciplinary |
研究领域[WOS] | Social Sciences - Other Topics |
关键词[WOS] | MICROSIMULATION MODEL ; EMPIRICAL VALIDATION ; CONTINGENCY-TABLES ; SYSTEMS ; SAMPLE |
收录类别 | SSCI |
语种 | 英语 |
WOS记录号 | WOS:000378044300012 |
源URL | [http://ir.ia.ac.cn/handle/173211/11603] ![]() |
专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队 |
作者单位 | 1.Chinese Acad Sci, Southwest China Inst Elect Technol, Beijing 100864, Peoples R China 2.Chinese Acad Sci, Inst Automat, Beijing 100864, Peoples R China 3.Wuhan Second Ship Design & Res Inst, Wuhan, Peoples R China |
推荐引用方式 GB/T 7714 | Ye, Pei-jun,Wang, Xiao,Chen, Cheng,et al. Hybrid Agent Modeling in Population Simulation: Current Approaches and Future Directions[J]. JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION,2016,19(1):1-20. |
APA | Ye, Pei-jun,Wang, Xiao,Chen, Cheng,Lin, Yue-tong,&Wang, Fei-yue.(2016).Hybrid Agent Modeling in Population Simulation: Current Approaches and Future Directions.JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION,19(1),1-20. |
MLA | Ye, Pei-jun,et al."Hybrid Agent Modeling in Population Simulation: Current Approaches and Future Directions".JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION 19.1(2016):1-20. |
入库方式: OAI收割
来源:自动化研究所
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