一类等式约束的最优值函数的一阶可微性及其应用

K. Sturm
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引用次数: 1

摘要

本文研究了由等式约束定义的参数集上的参数极小函数的右可微性。给出了一个关于参数右可微的新定理,并给出了该定理的充分条件。目标应用是在最优控制和形状优化中产生的具有相等约束的非凸目标函数。该定理结合Kunisch、Ito和Peichl的变分方法,利用了平均伴随方法。我们提供了两个抽象结果的例子:(a)涉及具有无限多个解的半线性偏微分方程的形状优化问题,(b)受非线性方程约束的有限维二次函数。
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First-order differentiability properties of a class of equality constrained optimal value functions with applications
In this paper we study the right differentiability of a parametric infimum function over a parametric set defined by equality constraints. We present a new theorem with sufficient conditions for the right differentiability with respect to the parameter. Target applications are nonconvex objective functions with equality constraints arising in optimal control and shape optimisation. The theorem makes use of the averaged adjoint approach in conjunction with the variational approach of Kunisch, Ito and Peichl. We provide two examples of our abstract result: (a) a shape optimisation problem involving a semilinear partial differential equation which exhibits infinitely many solutions, (b) a finite dimensional quadratic function subject to a nonlinear equation.
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