INTRODUCTORY TUTORIAL: AGENT-BASED MODELING AND SIMULATION

被引:0
|
作者
Macal, Charles M. [1 ]
North, Michael J. [1 ]
机构
[1] Argonne Natl Lab, Ctr Complex Adapt Syst Simulat CAS2, Decis & Informat Sci Div, Argonne, IL 60439 USA
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Agent-based modeling and simulation (ABMS) is an approach to modeling systems comprised of individual, autonomous, interacting "agents." There is much interest in many application problem domains in developing agent-based models. Agent-based modeling offers ways to model individual behaviors and how behaviors affect others in ways that have not been available before. Applications range from modeling agent behavior in supply chains and the stock market, to predicting the success of marketing campaigns and the spread of epidemics, to projecting the future needs of the healthcare system. Progress in the area suggests that ABMS promises to have far-reaching effects on the way that businesses use computers to support decision-making and researchers use agent-based models as electronic laboratories to aid in discovery. This brief tutorial introduces agent-based modeling by describing the basic ideas of ABMS, discussing some applications, and addressing methods for developing agent-based models.
引用
收藏
页码:1451 / 1464
页数:14
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