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Grid Task Scheduling Based on Adaptive Ant Colony Algorithm

机译:基于自适应蚁群算法的网格任务调度

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On the basis of former work, this paper presents an improved ant colony algorithm, namely adaptive ant colony algorithm for grid task scheduling. In the proposed algorithm, the value of evaporation rate ρ is adoptively changed and a minimum value ρ{sub}(min) is assigned. Thereby, the evaporation rate ρ is under control and will never be reduced to 0. Comparing experimental results with the original algorithm show that the proposed algorithm is more efficient both in task scheduling efficiency and resource load.
机译:在前工作的基础上,本文提出了一种改进的蚁群算法,即适应性蚁群算法,用于网格任务调度。在所提出的算法中,避免蒸发速率ρ的值被用来分配最小值ρ{sub}(min)。由此,蒸发速率ρ处于控制下,永远不会减小到0.将实验结果与原始算法进行比较,表明所提出的算法在任务调度效率和资源负载中更有效。

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