A trust-region adaptive finite-element method for nonsmooth PDE-constrained optimization that refines meshes using a posteriori error estimators for state and adjoint equations.
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A general framework for parameter-free smooth nonconvex optimization via higher-order regularization yields algorithms with optimal complexity bounds without prior parameter knowledge.
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An online adaptive finite-element method for nonsmooth PDE-constrained optimization
A trust-region adaptive finite-element method for nonsmooth PDE-constrained optimization that refines meshes using a posteriori error estimators for state and adjoint equations.