医疗保健应用程序中的个体与集成模拟技术

M. Abdelghany, A. Eltawil
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引用次数: 6

摘要

本文比较了医疗保健环境中使用的个体和集成仿真模型。本文重点讨论了基于agent的仿真(ABS)、离散事件仿真(DES)和系统动力学(SD)的单独模型,以及综合方法和混合仿真,考虑了每种技术的优点和局限性以及用于建模的仿真软件包。我们展示了综合方法相对于单独方法的优势。集成方法有助于对更复杂的医疗保健系统进行建模,并克服单个方法的局限性。最后,本文提出了一个将三种方法整合到急诊室建模中的建议框架,以实现新的目标和提高绩效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Individual versus integrated simulation techniques in healthcare applications
This paper compares between the individual and integrated simulation models used in the healthcare context. The paper focuses on the individual models using Agent-Based Simulation (ABS), Discrete Event Simulation (DES), and System Dynamics (SD), in addition to the integrated approaches as well as hybrid simulation, considering the advantages and limitations for each technique and the simulation software packages used for modeling. We demonstrate the advantage of the integrated approaches over the individual approaches. Integrated approaches help in modeling more complex healthcare systems and overcome the individual methods limitations. The paper concludes by a suggested framework for integrating the three methods in modeling of emergency rooms in order to achieve new objectives and improve performance.
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