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Rapid gliding trajectory optimization via hp-adaptive pseudospectral method

机译:hp自适应伪谱法快速滑行轨迹优化

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Based on hp-adaptive pseudospectral method, this paper presents a new optimal control method to solve the rapid gliding trajectory optimization. In order to meet the speed and precision requirements, this new theory combines the global pseudospectral method with the finite element method, adopts double layer optimization strategy to adjust adaptively the segment breaks and the polynomial degree in each segment. The simulation based on hp-adaptive pseudospectral method is carried out, the result is validated by Pontryagin minimum principle, and compared with the result of Gauss pseudospectral method. The results show that the algorithm is robust, has fast convergence and not sensitive to the initial control values. The method in this paper has a great value in the practical applications.
机译:基于hp自适应伪谱方法,提出了一种新的最优控制方法来解决滑行轨迹的快速优化问题。为了满足速度和精度要求,该新理论将全局伪谱方法与有限元方法相结合,采用双层优化策略来自适应地调整每个分段中的分段中断和多项式度。进行了基于hp的伪谱方法的仿真,并用庞特里亚金最小原理对结果进行了验证,并与高斯伪谱方法的结果进行了比较。结果表明,该算法鲁棒,收敛速度快,对初始控制值不敏感。该方法在实际应用中具有重要的应用价值。

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