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Scheduling of directed acyclic graphs by a genetic algorithmrnwith a repairing mechanism

机译:带有修复机制的遗传算法对有向无环图的调度

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摘要

This study has developed a genetic algorithm (GA) approach to the problem of task scheduling forrnmultiprocessor systems. The proposed GA implements the local repairing mechanism and thernpenalty method, and it does not need tuning of any parameters for high performance. Comparisonrnwith other scheduling methods, based on a GA approach, indicates that the proposed GA isrncompetitive in solution quality and also computational cost.
机译:这项研究已经开发了遗传算法(GA)方法来解决多处理器系统的任务调度问题。提出的遗传算法实现了局部修复机制和热修复方法,并且不需要调整任何参数即可获得高性能。与其他基于遗传算法的调度方法的比较表明,所提出的遗传算法在解决方案质量和计算成本上具有竞争力。

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