Hybrid Agent Modeling in Population Simulation: Current Approaches and Future Directions
Ye, Pei-jun1; Wang, Xiao2; Chen, Cheng3; Lin, Yue-tong; Wang, Fei-yue2
2016-01-31
发表期刊JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION
卷号19期号:1页码:1-20
文章类型Article
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
关键词Agent Modeling Population Synthesis Survey
WOS标题词Social Sciences
DOI10.18564/jasss.2849
关键词[WOS]MICROSIMULATION MODEL ; EMPIRICAL VALIDATION ; CONTINGENCY-TABLES ; SYSTEMS ; SAMPLE
收录类别SCI
语种英语
WOS研究方向Social Sciences - Other Topics
WOS类目Social Sciences, Interdisciplinary
WOS记录号WOS:000378044300012
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/11603
专题复杂系统管理与控制国家重点实验室_先进控制与自动化
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
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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.
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