基于agent的分布式关键系统自主规划模型

F. Amato, Francesco Moscato, Dario Pianese
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引用次数: 0

摘要

关键分布式系统通常用于在处理危险情况时需要自动化的情况。无论如何,这些系统的复杂性增长得越来越快。分布式自主元件如传感器网络、无人机等现已广泛应用于关键系统。在这个系统中,每个自治元素必须实现过程,以便在分布式的、通常是协作的环境中达到它们的目标。为了满足性能和可靠性要求,新的规划算法必须与现有算法相适应。本文提出了一种基于多智能体模型的自主规划方法。规划方法利用了经典方法和一种新的基于反例的方法,以建立一个有效的多专家系统,能够面对这些系统日益增加的复杂性。我们还描述了一个我们实现的框架,以便制定该方法,我们将展示一个关键分布式系统的研究结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Agent-Based Model for Autonomous Planning in Distrubuted Critical Systems
Critical distributed systems are usually employed in situation where automation is appealing when dealing with dangerous situations. Anyway, the complexity of these systems is growing up faster and faster. Distributed autonomous elements like sensors networks, drones etc. are now widely used in critical system. In this systems, each autonomous element must implement procedures in order to reach their goals in a distributed, usually collaborative environments. New planning algorithms have to be coped with existing ones in order to fulfil performance and soundness requirements. In this paper we propose an autonomous planning methodology that is based on multi-agent models. The planning methodology exploits both classical and a new counter-example based approaches in order to build an effective multi-expert system able to face with increasing complexity of these systems. We also describe a framework we implemented in order to enact the methodology and we will present results from the study of a critical distributed system.
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