中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Hybrid Agent Modeling in Population Simulation: Current Approaches and Future Directions

文献类型:期刊论文

作者Ye, Pei-jun1; Wang, Xiao2; Chen, Cheng3; Lin, Yue-tong; Wang, Fei-yue2
刊名JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION
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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