Artificial Societies, Computational Experiments, and Parallel Systems: An Investigation on a Computational Theory for Complex Socioeconomic Systems
文献类型：期刊论文
| 作者 | Wen, Ding1; Yuan, Yong2 ; Li, Xia-Rong2
|
| 刊名 | IEEE TRANSACTIONS ON SERVICES COMPUTING
 |
| 出版日期 | 2013-04-01 |
| 卷号 | 6期号:2页码:177-185 |
| 关键词 | Artificial societies computational experiments parallel systems socioeconomic systems |
| 英文摘要 | This paper addresses issues related to the development of a computational theory and corresponding methods for studying complex socioeconomic systems. We propose a novel computational framework called ACP (Artificial societies, Computational experiments, and Parallel systems), targeting at creating an effective computational theory and developing a systematic methodological framework for socioeconomic studies. The basic idea behind the ACP approach is: 1) to model the complex socioeconomic systems as artificial societies using agent techniques in a "bottom-up" fashion; 2) to utilize innovative computing technologies and make computers as experimental laboratories for investigating socioeconomic problems; and 3) to achieve an effective management and control of the focal complex socioeconomic system through parallel executions between artificial and actual socioeconomic systems. An ACP-based experimental platform called MacroEconSim has been discussed, which can be used for modeling, analyzing, and experimenting on macroeconomic systems. A case study on economic inflation is also presented to illustrate the key research areas and algorithms integrated in this platform. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Information Systems ; Computer Science, Software Engineering |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | FLUCTUATIONS |
| 收录类别 | SCI ; SSCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000324253200005 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3657]  |
| 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.Natl Univ Def Technol, Ctr Mil Computat Expt & Parallel Syst Technol, Coll Informat Syst & Management, Changsha 410073, Hunan, Peoples R China 2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wen, Ding,Yuan, Yong,Li, Xia-Rong. Artificial Societies, Computational Experiments, and Parallel Systems: An Investigation on a Computational Theory for Complex Socioeconomic Systems[J]. IEEE TRANSACTIONS ON SERVICES COMPUTING,2013,6(2):177-185. |
| APA | Wen, Ding,Yuan, Yong,&Li, Xia-Rong.(2013).Artificial Societies, Computational Experiments, and Parallel Systems: An Investigation on a Computational Theory for Complex Socioeconomic Systems.IEEE TRANSACTIONS ON SERVICES COMPUTING,6(2),177-185. |
| MLA | Wen, Ding,et al."Artificial Societies, Computational Experiments, and Parallel Systems: An Investigation on a Computational Theory for Complex Socioeconomic Systems".IEEE TRANSACTIONS ON SERVICES COMPUTING 6.2(2013):177-185. |
入库方式： OAI收割
来源：自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。