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An Anytime Algorithm for Scheduling Tasks for Multiagent Systems

机译:多主体系统任务调度的随时算法

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This research proposes an any time algorithm for a task scheduling problem among agents. The tasks are composed of atomic tasks and are to be distributed to coalitions of agents as subtasks for parallel execution. We model the problem and propose an algorithm for it. The algorithm calls other low level algorithms to recursively generate plans for agents. The results show satisfactory results that the convergent times are reasonably short and are close to termination time in many settings. We also found that the distribution of input values affect the performance of the algorithm similar to the optimal coalition structure problem.
机译:这项研究提出了一种解决代理之间任务调度问题的任意时间算法。这些任务由原子任务组成,并将作为子任务分发给代理程序联盟,以并行执行。我们对问题进行建模并提出算法。该算法调用其他低级算法来递归生成代理计划。结果显示令人满意的结果是,在许多情况下,收敛时间相当短,并且接近终止时间。我们还发现,输入值的分布会影响算法的性能,类似于最佳联盟结构问题。

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