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Monotonically convergent algorithms for solving quantum optimal control problems of a dynamical system nonlinearly interacting with a control

机译:单调收敛算法,用于求解与控制非线性相互作用的动力学系统的量子最优控制问题

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摘要

We develop a family of monotonically convergent iterative algorithms for solving a wide class of optimal control problems in which a dynamical system interacts nonlinearly with a control. The key idea is to divide a control into identical components and to introduce auxiliary steps to update each component at every iteration step. The algorithms are proved to exhibit monotonic convergence, which is also numerically confirmed through a case study of the control of molecular orientation. The numerical results show that high-quality solutions can be obtained by using the present algorithms.
机译:我们开发了一系列单调收敛的迭代算法,用于解决一类最优控制问题,其中动力学系统与控制非线性相互作用。关键思想是将控件分为相同的组件,并引入辅助步骤以在每个迭代步骤中更新每个组件。该算法被证明具有单调收敛性,这也通过对分子取向控制的案例研究得到了数值证实。数值结果表明,使用本算法可以得到高质量的解。

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