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Combination Framework of BI solution Multi-agent platform (CFBM) for multi-agent based simulations

机译:BI解决方案与多主体平台(CFBM)的组合框架,用于基于多主体的仿真

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摘要

Integrated environmental modeling in general and specifically Multi-agent-based modeling and simulation approach are increasingly used in decision-support systems with, as a major consequence, to manipulate and generate a huge amount of data for their functioning (parametrization, use of real data in the simulation, ...). Therefore there is a need to manage efficiently these data being either used or generated by the simulation. Practically, existing general-ist simulation platforms lack database access and analysis tools and simulation outputs are usually stored as text files or spreadsheets to be manipulated later by dedicated tools. In this paper, we propose a solution to handle simulation models data, i.e. their outputs as well as corresponding real data. We designed a conceptual framework based on a combination of two components, a Business Intelligence (BI) solution and a multi-agent platform. Such a framework aims at managing simulation models data throughout the lifespan of the simulation, from its execution and its coupling with real data to the generation of simulation results order to use the simulation model as an effective decision-support sys-tem with what-if scenarios.
机译:总体而言,综合的环境建模,尤其是基于多主体的建模和仿真方法,在决策支持系统中越来越多地使用,其主要结果是操纵和生成大量数据以供其运行(参数化,使用实际数据)在模拟中,...)。因此,需要有效地管理由仿真使用或生成的这些数据。实际上,现有的通用模拟平台缺少数据库访问和分析工具,并且模拟输出通常存储为文本文件或电子表格,以便以后由专用工具进行操作。在本文中,我们提出了一种解决方案来处理仿真模型数据,即它们的输出以及相应的实际数据。我们基于两个组件(商业智能(BI)解决方案和多代理平台)的组合设计了概念框架。这样的框架旨在管理整个仿真生命周期中的仿真模型数据,从执行,与真实数据耦合到生成仿真结果,以便将仿真模型用作有效的决策支持系统(假设分析)。场景。

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