无线传感器/执行器网络多目标任务调度策略略
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重庆科技学院

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易军

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A Multi-objective Task Scheduling for Wireless Sensor and Actor networks
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    摘要:

    针对多任务在多执行器节点的协作问题, 提出一种多目标任务调度策略. 该策略以执行任务的最大完成时间、能耗均衡指标和存储成本为目标, 将任务调度建模成多目标优化问题, 并运用理想点法解决不同目标量纲的差异性, 进而转化为单目标优化问题求解, 从而得到各任务在执行器节点上的局部最优执行方案. 仿真结果表明, 3 个优化指标均得到一定程度的改善.

    Abstract:

    In view of the actor-actor task coordination in wireless sensor and actor networks(WSANs), a multi-objective task
    scheduling approach is proposed. Considering the maximum response time, energy-balanced metric and storage cost, the task assignment among actors is formulated as a multi-objective optimization problem. A modified ideal point algorithm is used to solve the dimension problem caused by different targets. By translating the multi-objective optimization problem into a single-objective one, the near-optimum execution period of each task operation is scheduled in the approach. Simulation results show that the proposed algorithm is effective in terms of three performances.

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易军 石为人 许磊.无线传感器/执行器网络多目标任务调度策略略[J].控制与决策,2011,26(2):191-195

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  • 收稿日期:2009-11-16
  • 最后修改日期:2010-04-06
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  • 在线发布日期: 2011-02-20
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