基于状态空间分析的agent城市政策模型验证

M. A. Piera, R. Buil, E. Ginters
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引用次数: 3

摘要

在新的电子政务框架中,模拟信任是促进电子参与的关键问题,它有望增加公民对城市政策设计的参与。在社会科学中,由于Agent自主决策的能力等几个方面的原因,关于验证或验证基于Agent的模型的适当方法还没有得出确切的结论。本文考虑了基于智能体模型建立验证和验证的一些困难,提出了使用彩色petri网形式化来指定智能体的行为,以检查模型是否看起来合乎逻辑,模型的行为是否合乎逻辑。模型可信性是用来表示模型与关于过程的先验知识的一致性。所提出的方法已应用于欧洲未来政策建模项目(www.fupol.eu),以建立信任并提高基于代理的模型的可信度,这些模型是通过模拟技术促进电子参与城市政策设计的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Validation of Agent-Based Urban Policy Models by Means of State Space Analysis
Simulation trust is a critical issue to foster e-participation in the new e-governance framework in which it is expected to increase citizen's participation in the design or urban policies. In social science, no firm conclusions have been reached on the appropriate way to verify or validate Agent Based Models, due to several aspects, such as agent capacity to take decisions autonomously. This paper considers some of the difficulties in establishing verification and validation of agent based models, and proposes the use of coloured petri net formalism to specify agent behaviour in order to check if the model looks logical and the model behaves logical. Model plausibility is used to express the conformity of the model with a priori knowledge about the process. The proposed methodology has been applied in the European Future Policy Modelling project (www.fupol.eu) to create trust and increase the credibility of the agent based models developed to foster e-participation in the design of urban policies by means of simulation techniques.
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