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Parallel Monotonic Basin Hopping for Low Thrust Trajectory Optimization

机译:低推力轨迹优化的平行单调盆地跳跃

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Monotonic Basin Hopping has been shown to be an effective method of solving low thrust trajectory optimization problems. This paper outlines an extension to the typical serial implementation by parallelizing it over any number of available compute cores. The Parallel Monotonic Basin Hopping algorithm described herein is shown to be a faster way to locate feasible solutions and improve locally optimal solutions in an automated way without requiring a feasible initial guess. The increased speed achieved through parallelization enables the algorithm to be applied to more complex problems that would otherwise be impractical for a serial implementation. Three low thrust example cases are used to demonstrate the effectiveness of the algorithm. Finally, a direct comparison between serial and parallel implementations demonstrates the expected improvement in solve time.
机译:单调盆地跳频已被证明是解决低推力轨迹优化问题的有效方法。本文概述了典型串行实现的扩展,方法是在任意数量的可用计算核心上并行进行扩展。此处描述的并行单调盆地跳跃算法显示为一种更快的方法,可以自动定位可行的解决方案并改善局部最优解,而无需可行的初始猜测。通过并行化实现的提高的速度使该算法可以应用于更复杂的问题,否则这些问题对于串行实现是不切实际的。以三个低推力的例子为例来说明该算法的有效性。最后,串行和并行实现之间的直接比较证明了解决时间方面的预期改进。

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