Optimality Conditions for Sparse Optimal Control of Viscous Cahn–Hilliard Systems with Logarithmic Potential

IF 1.6 2区 数学 Q2 MATHEMATICS, APPLIED Applied Mathematics and Optimization Pub Date : 2024-10-10 DOI:10.1007/s00245-024-10187-6
Pierluigi Colli, Jürgen Sprekels, Fredi Tröltzsch
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Abstract

In this paper we study the optimal control of a parabolic initial-boundary value problem of viscous Cahn–Hilliard type with zero Neumann boundary conditions. Phase field systems of this type govern the evolution of diffusive phase transition processes with conserved order parameter. It is assumed that the nonlinear functions driving the physical processes within the spatial domain are double-well potentials of logarithmic type whose derivatives become singular at the boundary of their respective domains of definition. For such systems, optimal control problems have been studied in the past. We focus here on the situation when the cost functional of the optimal control problem contains a nondifferentiable term like the \(L^1\)-norm, which leads to sparsity of optimal controls. For such cases, we establish first-order necessary and second-order sufficient optimality conditions for locally optimal controls. In the approach to second-order sufficient conditions, the main novelty of this paper, we adapt a technique introduced by Casas et al. in the paper (SIAM J Control Optim 53:2168–2202, 2015). In this paper, we show that this method can also be successfully applied to systems of viscous Cahn–Hilliard type with logarithmic nonlinearity. Since the Cahn–Hilliard system corresponds to a fourth-order partial differential equation in contrast to the second-order systems investigated before, additional technical difficulties have to be overcome.

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具有对数潜力的粘性卡恩-希利亚德系统稀疏最优控制的最优性条件
本文研究了具有零诺伊曼边界条件的粘性卡恩-希利亚德型抛物线初界值问题的最优控制。这种类型的相场系统控制着具有守恒阶参数的扩散相变过程的演化。假设驱动空间域内物理过程的非线性函数是对数型双井势,其导数在各自定义域的边界处成为奇异值。过去曾对此类系统的最优控制问题进行过研究。在此,我们将重点放在当最优控制问题的代价函数包含像 \(L^1\)-norm 这样的无差别项时的情况上,这会导致最优控制的稀疏性。针对这种情况,我们建立了局部最优控制的一阶必要条件和二阶充分最优条件。在本文的主要新颖之处--二阶充分条件的方法中,我们改编了 Casas 等人在论文(SIAM J Control Optim 53:2168-2202, 2015)中介绍的一种技术。在本文中,我们证明这种方法也能成功应用于具有对数非线性的粘性 Cahn-Hilliard 型系统。由于 Cahn-Hilliard 系统对应的是四阶偏微分方程,与之前研究的二阶系统不同,因此必须克服额外的技术难题。
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来源期刊
CiteScore
3.30
自引率
5.60%
发文量
103
审稿时长
>12 weeks
期刊介绍: The Applied Mathematics and Optimization Journal covers a broad range of mathematical methods in particular those that bridge with optimization and have some connection with applications. Core topics include calculus of variations, partial differential equations, stochastic control, optimization of deterministic or stochastic systems in discrete or continuous time, homogenization, control theory, mean field games, dynamic games and optimal transport. Algorithmic, data analytic, machine learning and numerical methods which support the modeling and analysis of optimization problems are encouraged. Of great interest are papers which show some novel idea in either the theory or model which include some connection with potential applications in science and engineering.
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