社会-生态-经济系统模型中的Agent架构实现

A. Shvecov, S. Dianov, D. Zaripova
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引用次数: 1

摘要

本文分析了在基于主体的社会生态经济系统模型中审慎的、反应性的和混合的主体架构的使用。研究发现,这三种方法被研究使用,然而,没有客观的评估他们的应用关系到所考虑的任务。作者建议根据智能体必须运行的环境分类,以及决策所需的信息量和影响当前决策的过去事件记忆的存在来确定每种智能体模型的最佳架构。将该方法应用于区域木材综合体主体结构模型的识别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Agent architecture implementation in models of socio-ecological-economic systems
The article presents analysis of deliberative, reactive, and hybrid agent architectures usage in agent-based models of socio-ecological-economic systems. It was found that these three approaches are used by researches, however, there is no objective assessment of their application in relation to the considered tasks. The authors suggest to determine the optimal architecture of each type of agent model basing on classification of environments in which the agents must operate, and on the amount of information needed to make a decision and presence of past events memory that affects current decisions making. The developed approach was applied to identify the agent architecture model of the regional timber complex.
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