人工社会组织社会模拟验证研究进展

Jiang Wu, Hou Zhu, Menglin Yin, Xin Luo
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引用次数: 2

摘要

人工社会组织的社会模拟是一种利用计算机模拟构建人工社会来研究社会组织的方法。仿真验证可以提高建模和仿真的准确性、可信度和适用性,是社会组织模型应用的关键步骤。本文综述了仿真验证的研究现状,界定了社会仿真的范畴,分析了仿真验证的哲学视角。介绍了仿真验证在各种模型中的实现,包括框架、层次、类型和技术。然后,详细分析了社会仿真验证的特点、存在的问题、框架和技术。最后,对仿真验证的下一步工作进行了展望。
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A Review for the Validation of Social Simulation on Artificial Social Organization
Social simulation on artificial social organization, which uses computer simulation to construct artificial society to research social organization, has been becoming popular. Validation of simulation can improve the accuracy, credibility and applicability in the modeling and simulation, and is the key step to apply social organizational model. In this paper, the current research of simulation validation is reviewed, the category of social simulation is defined, and philosophical perspective of simulation validation is analyzed. Implementations of simulation validation in various models, including framework, level, type and technology, are introduced as well. Then, the validation in social simulation, including features, existing problems, framework and techniques, is analyzed in particular. Finally, the further work for the simulation validation is announced.
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