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Innovative satellite scheduling method based on genetic algorithms and simulated annealing and related mission planner

机译:基于遗传算法和模拟退火的创新卫星调度方法及相关任务计划器

摘要

A method includes: a) producing initial scheduling plans based on requests related to tasks to be performed within a time period by a remote sensing satellite; wherein each initial scheduling plan schedules respective tasks, which do not conflict with each other in time and in using satellite resources; and each task is scheduled in at least one of the initial scheduling plans; b) applying a genetic-algorithm-based processing to the initial scheduling plans to produce a genetic-algorithm-based scheduling plan which is for mission objectives, and complies with constraints related to the satellite resources, to the tasks, and to the time period; and c) applying a simulated-annealing-based processing to the genetic-algorithm-based scheduling plan to produce a simulated-annealing-based scheduling plan that fits the mission objectives, complies with the constraints, and in which a larger number of tasks is scheduled than in the genetic-algorithm-based scheduling plan.
机译:一种方法包括:a)基于与将在一段时间内由遥感卫星执行的任务有关的请求来产生初始调度计划;以及其中每个初始调度计划调度各自的任务,这些任务在时间和使用卫星资源上不相互冲突;每个任务都至少在一个初始调度计划中进行调度; b)将基于遗传算法的处理应用于初始调度计划,以产生基于遗传算法的调度计划,该计划用于任务目标,并符合与卫星资源,任务和时间段有关的约束; c)将基于模拟退火的处理应用于基于遗传算法的调度计划,以生成适合任务目标,符合约束条件且其中任务数量较多的基于模拟退火的调度计划而不是基于遗传算法的计划计划中的计划。

著录项

  • 公开/公告号US10726368B2

    专利类型

  • 公开/公告日2020-07-28

    原文格式PDF

  • 申请/专利权人 TELESPAZIO S.P.A.;

    申请/专利号US201815987818

  • 发明设计人 FEDERICO BUNKHEILA;CHRISTIAN CIRCI;

    申请日2018-05-23

  • 分类号G06Q10/06;B64G1/10;G06N3/12;G06N5;B64G3;

  • 国家 US

  • 入库时间 2022-08-21 11:28:36

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