基于智能方法的Agent社会仿真模型

Ronald Angel, E. González, Alejandra Gonzalez
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引用次数: 2

摘要

缺乏满足所有要求的社会模拟模型来支持公共或私人社区服务的决策是一个问题。这种现象可以通过构建基于代理的模型MSSIN来管理。该方案首先基于Bratman社会学理论的主要概念,提出了BDI智能体的通用模型,在其决策机制中使用模糊逻辑和Q-learning等方法。然后,建立一个社会互动模型,并应用研究社会中存在的一般和特定背景概念。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
MSSIN: Agent based social simulation model with an intelligent approach
The lack of social simulation models that meet all requirements suggested to support decision making in public or private community service is a problem. This phenomenon is managed by building MSSIN, an agent-based model. This solution, first proposed a generic model for BDI agents, using methods such as fuzzy logic and Q-learning in their decision-making mechanism, based on the main concepts of the sociological theory of Bratman. Then, build a model of social interactions and apply general and specific contexts concepts present in the studied societies.
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