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The Bellman Pseudospectral Method

机译:Bellman Pseudtopectral方法

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摘要

Based on the discoveries of a recently proposed algorithm for low-thrust trajectory optimization, we present the Bellman pseudospectral (PS) method for a generic optimal control problem. In our original algorithm, we combined the properties of PS methods with Bellman's principle to provide an optimal solution to multi-scale and long-horizon trajectory optimization problems. In this paper, we generalize this concept to provide a low cost solution to generate feasible solutions to optimal control problems. In the limit, this algorithm converges to our original concept; hence, our current proposal may also be considered as a cheap mesh-refinement technique for trajectory optimization in contrast to the more expensive PS knotting method. To facilitate the generalizations, we replace the convergence requirements in our original algorithm to controllability arguments. An application of the Bellman PS algorithm to an attitude control problem shows that the algorithm compares favorably to the PS knotting method.
机译:基于最近提出的低推力轨迹优化算法的发现,我们展示了贝尔曼伪谱(PS)方法进行通用的最佳控制问题。在我们的原始算法中,我们将PS方法的特性与Bellman的原则组合起来,为多尺度和长地平线轨迹优化问题提供了最佳的解决方案。在本文中,我们概括了这一概念,提供了低成本的解决方案,以产生最佳控制问题的可行解决方案。在极限中,该算法会聚到我们的原始概念;因此,我们目前的提议也可以被认为是一种廉价的轨迹优化与更昂贵的PS结法的轨迹优化。为了促进概括,我们将原始算法中的收敛要求取代到可控性参数。 Bellman PS算法在姿态控制问题的应用表明该算法对PS结方法有利地进行了比较。

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