A warm-start FE-dABCD algorithm for elliptic optimal control problems with constraints on the control and the gradient of the state

Z Chen, X Song, X Chen, B Yu - Computers & Mathematics with …, 2024 - Elsevier
In this paper, elliptic control problems with the integral constraint on the gradient of the state
and the box constraint on the control are considered. The optimality conditions for the …

A conjugate gradient method for distributed optimal control problems with nonhomogeneous Helmholtz equation

Z Zhang, X Chen - Applied Mathematics and Computation, 2021 - Elsevier
A conjugate gradient algorithm with strong Wolfe-Powell line search for distributed optimal
control problem is proposed. The optimal system has been discussed in [1]. The proposed …

An iDCA with Sieving Strategy for PDE-Constrained Optimization Problems with -Control Cost

Y Zhang, X Song, B Yu, M Ding - Journal of Scientific Computing, 2024 - Springer
In this paper, sparse elliptic PDE-constrained optimization problems with L 1-2-control cost
(L 1-2-EOCP) are considered. To induce control sparsity, traditional finite element models …

A Multilevel Heterogeneous ADMM Algorithm for Elliptic Optimal Control Problems with L1-Control Cost

X Chen, X Song, Z Chen, L Xu - Mathematics, 2023 - mdpi.com
In this paper, elliptic optimal control problems with L 1-control cost and box constraints on
the control are considered. To numerically solve the optimal control problems, we use the …

A diagonal finite element-projection-proximal gradient algorithm for elliptic optimal control problem

J Lin, X Chen - Computers & Mathematics with Applications, 2023 - Elsevier
A diagonal finite element-projection-proximal gradient (DFE-P-PG) algorithm and its
accelerated forms for elliptic optimal control problem with L 1-control cost are proposed in …

Inexact primal-dual active set iteration for optimal distribution control of stationary heat or cold source

M Hu, H Song, J Wu, J Yang - Journal of Global Optimization, 2025 - Springer
This paper focuses on efficient numerical methods for optimal distribution control problem of
stationary heat or cold source. With the application of finite element method to discretize the …

A multi-level ADMM algorithm for elliptic PDE-constrained optimization problems

X Chen, X Song, Z Chen, B Yu - Computational and Applied Mathematics, 2020 - Springer
In this paper, elliptic PDE-constrained optimization problems with box constraints on the
control are considered. To numerically solve the problems, we apply the 'optimize-discretize …

A Three-Block Inexact Heterogeneous Alternating Direction Method of Multipliers for Elliptic PDE-Constrained Optimization Problems with a Control Gradient Penalty …

X Chen, T Wang, X Song - Axioms (2075-1680), 2024 - search.ebscohost.com
Optimization problems with PDE constraints are widely used in engineering and technical
fields. In some practical applications, it is necessary to smooth the control variables and …

Smoothing analysis of two robust multigrid methods for elliptic optimal control problems

Y He, J Liu - SIAM Journal on Matrix Analysis and Applications, 2023 - SIAM
In this paper we study and compare two multigrid relaxation schemes with coarsening by
two, three, and four for solving elliptic sparse optimal control problems with control …

[HTML][HTML] 椭圆最优控制问题的修改交替方向乘子计算方法

林继桐 - Advances in Applied Mathematics, 2022 - hanspub.org
本文研究了具有混合控制–状态约束的椭圆最优控制问题. 我们采用有限元法离散化连续型最
优化问题, 并使用由正定矩阵诱导的范数作为非精项, 近似计算经典交替方向乘子算法中的子 …