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An Algorithm to Obtain Control Solutions Achieving Minimum-Time State Transfer of a Linear Dynamical System Based on Convexity of the Reachable Set

机译:一种算法,获取基于可达集的凸性实现线性动力系统的最小时间状态传递的控制解决方案

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This paper presents a new numerical method to compute control solutions achieving minimum-time state transfer for a linear dynamical system with bounded control input. The method can be used to generate bang-bang control input solutions in cases that would pose difficulties for methods based on solving directly for input switch-times. For the considered problem, the optimum control input is uniquely determined by the initial value of the co-state vector. The proposed method is based on an iterative computation of the initial co-state vector, as embedded in the geometry of the reachable set. True optimality of the solution is implicit from Pontryagin's minimum principle, while the convexity property of the reachable set ensures that the solution converges to match the required boundary conditions. Example simulation results involving motion control of flexible structures are given to demonstrate the usefulness of the algorithm in solving practical control problems.
机译:本文介绍了计算具有有界控制输入的线性动力系统的最小时间状态传输的控制解决方案的新数值方法。 该方法可用于在基于直接解决输入切换时间的情况下对方法构成困难的情况下产生Bang-Bang控制输入解决方案。 对于所考虑的问题,通过共态向量的初始值唯一地确定最佳控制输入。 所提出的方法基于初始共同状态向量的迭代计算,如嵌入到可访问集的几何形状中。 溶液的真正优化是隐含的来自Pontryagin的最小原理,而可达组的凸性属性可确保溶液收敛以匹配所需的边界条件。 给出了涉及柔性结构运动控制的示例仿真结果,以证明算法在解决实际控制问题时的有用性。

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