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Agent-based Virtual Society Polygon for Simulation and Evaluation in Massive Mobile Services

机译:基于代理的虚拟社会多边形,用于大规模移动服务的仿真和评估

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Since there are phenomena that are too perplex to be observed through using traditional techniques of scientific investigation, there are tools allowing reconstructing them in a simplified form. Agent-Based modeling has established itself as one of these tools. Though the major analytical principle remains the same-decomposition of the complex object into primitive particles, models themselves are fluctuating from the simple ones (e.g. spatial segregation models) to those able to propose reproduction of crowds, transport/pedestrian flows and other interactions by implementing sophisticated intelligent agent architectures. However, the utilization of agent-based modeling is not limited to satisfying sole scientific interest, but may be used for the resolution of applied issues as well. A polygon focused on performing both investigative and practical tasks has been introduced to simulate collective response to the changing environmental conditions (e.g. in the course of the natural disaster). The model originally designed to be incorporated into the mobile service computational infrastructure to constitute a massive mobile service for decision-making support is described throughout the paper. The potential use of the obtained simulation results in the analysis of emerging issues under conditions of social and infrastructural disorder is discussed with special reference to natural disasters. Further perspectives of implementation of present model in decision-making assistance are outlined as well.
机译:由于通过使用传统的科学调查来观察到困难的现象,因此有工具允许以简化的形式重建它们。基于代理的建模已经成为其中一种工具。尽管主要的分析原理仍然与复合物体分解成原始颗粒,但是模型本身从简单的模型(例如空间隔离模型)波动到能够提出人群的繁殖,运输/行人流量和其他相互作用的那些精致的智能代理架构。然而,基于代理的建模的利用不限于满足唯一的科学兴趣,而且可以用于解决应用问题的解决方案。已经引入了专注于执行调查和实际任务的多边形来模拟对不断变化的环境条件的集体响应(例如,在自然灾害过程中)。本文描述了最初被设计成用于移动服务计算基础设施的模型,以构成用于决策支持的大规模移动服务。所获得的模拟的潜在用途导致对社会和基础设施障碍条件下的新出现问题的分析是特别参考自然灾害的讨论。概述了在决策援助中实施现有模型的进一步展示。

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