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Numerical Analysis of Optimality-System POD for Constrained Optimal Control

机译:最优性 - 系统豆荚的数值分析约束最优控制

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In this work linear-quadratic optimal control problems for parabolic equations with control and state constraints are considered. Utilizing a Lavrentiev regularization we obtain a linear-quadratic optimal control problem with mixed control-state constraints. For the numerical solution a Galerkin discretization is applied utilizing proper orthogonal decomposition (POD). Based on a perturbation method it is determined by a-posteriori error analysis how far the suboptimal control, computed on the basis of the POD method, is from the (unknown) exact one. POD basis updates are computed by optimality-system POD. Numerical examples illustrate the theoretical results for control and state constrained optimal control problems.
机译:在这项工作中,考虑了具有控制和状态约束的抛物线方程的线性 - 二次最佳控制问题。利用LavRentieiv正规化,我们获得了混合控制状态约束的线性二次最佳控制问题。对于数值解决方案,利用适当的正交分解(POD)来应用Galerkin离散化。基于扰动方法,由a-bostiori误差分析确定,基于pod方法计算的次优控制是从(未知)精确的差别。 POD基础更新由最优系统吊舱计算。数值示例说明了对控制和状态约束的最佳控制问题的理论结果。

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