一种有效的时间约束应用的智能体控制方法

Hideo Kamada, K. Kinoshita, N. Yamai, H. Tode, K. Murakami
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引用次数: 2

摘要

多智能体系统作为大规模网络中检索所需内容的技术之一,受到了广泛的关注。由于网络上的内容太多,无法对所有内容进行详尽的搜索,因此多智能体系统上的一些应用程序具有时间约束,即必须在给定的截止日期之前获得结果。为了为这些应用程序找到更好的结果,代理在截止日期之前在尽可能多的节点上完成任务是很重要的。然而,大多数使用处理器共享作为调度原则的现有代理系统没有考虑时间约束,因此,代理很可能在许多节点上错过其截止日期。提出了一种时间约束应用的高效代理调度方法。该方法根据在截止日期前完成任务的代理数量的估计值来决定克隆代理的创建和迁移。性能评估结果表明,该方法提高了完成任务的智能体数量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An efficient agent control method for time constraint applications
As one of the technologies for retrieval of desired contents over large scale networks, multiagent systems receive much attention. Since there are too many contents on the network to search all the contents exhaustively, some applications on multiagent systems have time constraint, that is, they have to obtain a result by the given deadline. In order to find a better result for such applications, it is important for the agents to complete their tasks on as many nodes as possible by the deadline. However, most existing agent systems using processor sharing as scheduling discipline do not take time constraint into account Therefore, agents are likely to miss their deadlines on many nodes. We propose an efficient agent dispatching method of time constraint applications. This method decides creation and migration of a clone agent according to the estimated value of the number of the agents that would have completed their tasks by the deadline. The results of the performance evaluation show the proposed method improves the number of agents that have completed their task.
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