系统动力学仿真模型的多维表示

Lasse Burmester, Matthias Goeken
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引用次数: 3

摘要

系统动力学是一种具有悠久传统的方法,用于复杂系统的建模和仿真。早期,概念建模语言被用于弥合模型用户的自然语言和目标仿真语言之间的语言鸿沟。尽管建模方法已经成熟,但到目前为止,所使用的语言还没有语言定义(语言元模型),导致语言扩展不符合要求,并且缺乏与其他建模语言的合理组合,例如在商业智能系统中使用。本文旨在根据语言元模型对SD建模中使用的语言进行语言定义。此外,通过将SD语言与多维数据建模联系起来,展示了基于元模型的建模语言的扩展和组合。最后,给出了性能测量领域的一个应用实例来说明研究结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multidimensional representation of System Dynamics simulation models
System Dynamics is an approach with a long tradition used for modelling and simulation of complex system. Early, a conceptual modelling language was applied to bridge the dasialinguistic gappsila between the natural language of the model users and the targeted simulation language. Despite the maturity of the modelling approach, up to today no linguistic definitions (linguistic metamodel) exists for the used languages, resulting in non complying language extensions and the lack of reasonable combination with other modelling languages, e.g. for use in Business Intelligence Systems. This paper aims at the development of a linguistic definition of the language used in SD modelling in terms of a linguistic metamodel. Further, the metamodel based extension and combination of modelling languages is demonstrated by relating the SD language to multidimensional data modelling. Finally, an application example from the domain of performance measurement is given to illustrate the findings.
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