Karl Kunisch

Orcid: 0000-0003-1113-7355

According to our database1, Karl Kunisch authored at least 130 papers between 1988 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Policy iteration for Hamilton-Jacobi-Bellman equations with control constraints.
Comput. Optim. Appl., April, 2024

Analysis of RHC for Stabilization of Nonautonomous Parabolic Equations Under Uncertainty.
SIAM J. Control. Optim., February, 2024

Quasi-Monte Carlo integration for feedback control under uncertainty.
CoRR, 2024

2023
Saturated Feedback Stabilizability to Trajectories for the Schlögl Parabolic Equation.
IEEE Trans. Autom. Control., December, 2023

Optimal polynomial feedback laws for finite horizon control problems.
Comput. Math. Appl., October, 2023

Infinite Horizon Optimal Control Problems with Discount Factor on the State, Part II: Analysis of the Control Problem.
SIAM J. Control. Optim., June, 2023

Infinite Horizon Optimal Control Problems with Discount Factor on the State, Part I: Analysis of the Controlled State Equation.
SIAM J. Control. Optim., June, 2023

Improving the Convergence Rates for the Kinetic Fokker-Planck Equation by Optimal Control.
SIAM J. Control. Optim., June, 2023

Learning Optimal Feedback Operators and their Sparse Polynomial Approximations.
J. Mach. Learn. Res., 2023

Latent-Space Disentanglement with Untrained Generator Networks for the Isolation of Different Motion Types in Video Data.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

2022
Infinite Horizon Optimal Control Problems for a Class of Semilinear Parabolic Equations.
SIAM J. Control. Optim., 2022

Total Deep Variation: A Stable Regularization Method for Inverse Problems.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Mixed and hybrid Petrov-Galerkin finite element discretization for optimal control of the wave equation.
Numerische Mathematik, 2022

Shape Derivative for Penalty-Constrained Nonsmooth-Nonconvex Optimization: Cohesive Crack Problem.
J. Optim. Theory Appl., 2022

Nonlinear motion separation via untrained generator networks with disentangled latent space variables and applications to cardiac MRI.
CoRR, 2022

Boundary Control of Semilinear Parabolic Equations with Non-Smooth Point-wise-Integral Control Constraints in Time-Space<sup>*</sup>.
Proceedings of the American Control Conference, 2022

2021
Tensor Decomposition Methods for High-dimensional Hamilton-Jacobi-Bellman Equations.
SIAM J. Sci. Comput., 2021

Optimal Control of the Two-Dimensional Evolutionary Navier-Stokes Equations with Measure Valued Controls.
SIAM J. Control. Optim., 2021

Neural network based nonlinear observers.
Syst. Control. Lett., 2021

Optimal Feedback Law Recovery by Gradient-Augmented Sparse Polynomial Regression.
J. Mach. Learn. Res., 2021

2020
Robust Feedback Control of Nonlinear PDEs by Numerical Approximation of High-Dimensional Hamilton-Jacobi-Isaacs Equations.
SIAM J. Appl. Dyn. Syst., 2020

Analysis of the Barzilai-Borwein Step-Sizes for Problems in Hilbert Spaces.
J. Optim. Theory Appl., 2020

Variational Networks: An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration.
J. Math. Imaging Vis., 2020

Total Deep Variation: A Stable Regularizer for Inverse Problems.
CoRR, 2020

Total Deep Variation for Linear Inverse Problems.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Optimal Control of the Two-Dimensional Stationary Navier-Stokes Equations with Measure Valued Controls.
SIAM J. Control. Optim., 2019

A Hybrid Finite-Dimensional RHC for Stabilization of Time-Varying Parabolic Equations.
SIAM J. Control. Optim., 2019

On a Monotone Scheme for Nonconvex Nonsmooth Optimization with Applications to Fracture Mechanics.
J. Optim. Theory Appl., 2019

A Tensor Decomposition Approach for High-Dimensional Hamilton-Jacobi-Bellman Equations.
CoRR, 2019

An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration.
CoRR, 2019

On monotone and primal-dual active set schemes for ℓ<sup>p</sup>-type problems, p ∈ (0, 1].
Comput. Optim. Appl., 2019

2018
Magnetic Resonance RF Pulse Design by Optimal Control With Physical Constraints.
IEEE Trans. Medical Imaging, 2018

Polynomial Approximation of High-Dimensional Hamilton-Jacobi-Bellman Equations and Applications to Feedback Control of Semilinear Parabolic PDEs.
SIAM J. Sci. Comput., 2018

Infinite-Horizon Bilinear Optimal Control Problems: Sensitivity Analysis and Polynomial Feedback Laws.
SIAM J. Control. Optim., 2018

Optimal Control of Elliptic Variational-Hemivariational Inequalities.
J. Optim. Theory Appl., 2018

Sparse and Switching Infinite Horizon Optimal Control with Nonconvex Penalizations.
CoRR, 2018

2017
Optimal Control of Semilinear Parabolic Equations by BV-Functions.
SIAM J. Control. Optim., 2017

Stabilization by Sparse Controls for a Class of Semilinear Parabolic Equations.
SIAM J. Control. Optim., 2017

Feedback Stabilization to Nonstationary Solutions of a Class of Reaction Diffusion Equations of FitzHugh-Nagumo Type.
SIAM J. Control. Optim., 2017

Nonconvex penalization of switching control of partial differential equations.
Syst. Control. Lett., 2017

Infinite Horizon Sparse Optimal Control.
J. Optim. Theory Appl., 2017

Primal-dual active set strategy for large scale optimization of cardiac defibrillation.
Appl. Math. Comput., 2017

2016
Local Minimization Algorithms for Dynamic Programming Equations.
SIAM J. Sci. Comput., 2016

A Sequential Method for a Class of Stable Mathematical Programming Problems.
SIAM J. Optim., 2016

Optimal Control of the Undamped Linear Wave Equation with Measure Valued Controls.
SIAM J. Control. Optim., 2016

On the Stabilizability of the Burgers Equation by Receding Horizon Control.
SIAM J. Control. Optim., 2016

A convex penalty for switching control of partial differential equations.
Syst. Control. Lett., 2016

Robust ℓ<sub>1</sub> Approaches to Computing the Geometric Median and Principal and Independent Components.
J. Math. Imaging Vis., 2016

2015
Feedback stabilization of the Schlögl model by LQG-balanced truncation.
Proceedings of the 14th European Control Conference, 2015

2014
On Infimal Convolution of TV-Type Functionals and Applications to Video and Image Reconstruction.
SIAM J. Imaging Sci., 2014

Measure Valued Directional Sparsity for Parabolic Optimal Control Problems.
SIAM J. Control. Optim., 2014

High Precision Identification of an Object: Optimality-Conditions-Based Concept of Imaging.
SIAM J. Control. Optim., 2014

Optimal Control with L<sup>p(Ω)</sup>, $p\in [0, 1)$, Control Cost.
SIAM J. Control. Optim., 2014

Optimal Control of Semilinear Elliptic Equations in Measure Spaces.
SIAM J. Control. Optim., 2014

Riccati-Based Feedback Control of the Monodomain Equations With the Fitzhugh-Nagumo Model.
SIAM J. Control. Optim., 2014

Lossy Compression in Optimal Control of Cardiac Defibrillation.
J. Sci. Comput., 2014

On Computation of the Shape Hessian of the Cost Functional Without Shape Sensitivity of the State Variable.
J. Optim. Theory Appl., 2014

A Note on the Existence of Nonsmooth Nonconvex Optimization Problems.
J. Optim. Theory Appl., 2014

Boundary control of bidomain equations with state-dependent switching source functions in the ionic model.
J. Comput. Phys., 2014

A minimum effort optimal control problem for the wave equation.
Comput. Optim. Appl., 2014

2013
A Bilevel Optimization Approach for Parameter Learning in Variational Models.
SIAM J. Imaging Sci., 2013

On Time Optimal Control of the Wave Equation and Its Numerical Realization as Parametric Optimization Problem.
SIAM J. Control. Optim., 2013

Parabolic Control Problems in Measure Spaces with Sparse Solutions.
SIAM J. Control. Optim., 2013

Optimal control for elliptic systems with pointwise euclidean norm constraints on the controls.
Math. Program., 2013

Primal-dual methods for the computation of trading regions under proportional transaction costs.
Math. Methods Oper. Res., 2013

Vortex control of instationary channel flows using translation invariant cost functionals.
Comput. Optim. Appl., 2013

2012
Approximation of Elliptic Control Problems in Measure Spaces with Sparse Solutions.
SIAM J. Control. Optim., 2012

Path-following for optimal control of stationary variational inequalities.
Comput. Optim. Appl., 2012

Vortex control in channel flows using translational invariant cost functionals.
Comput. Optim. Appl., 2012

A measure space approach to optimal source placement.
Comput. Optim. Appl., 2012

On free surface PDE constrained shape optimization problems.
Appl. Math. Comput., 2012

2011
Obstacle Problems with Cohesion: A Hemivariational Inequality Approach and Its Efficient Numerical Solution.
SIAM J. Optim., 2011

Semismooth Newton Methods for Optimal Control of the Wave Equation with Control Constraints.
SIAM J. Control. Optim., 2011

Karush-Kuhn-Tucker Conditions for Nonsmooth Mathematical Programming Problems in Function Spaces.
SIAM J. Control. Optim., 2011

Minimal Effort Problems and Their Treatment by Semismooth Newton Methods.
SIAM J. Control. Optim., 2011

A parallel Newton-Krylov method for optimal control of the monodomain model in cardiac electrophysiology.
Comput. Vis. Sci., 2011

Numerical solution for optimal control of the reaction-diffusion equations in cardiac electrophysiology.
Comput. Optim. Appl., 2011

2010
A Duality-Based Splitting Method for l<sup>1</sup>-TV Image Restoration with Automatic Regularization Parameter Choice.
SIAM J. Sci. Comput., 2010

Approximate Nullspace Iterations for KKT Systems.
SIAM J. Matrix Anal. Appl., 2010

A Semismooth Newton Method for L<sup>1</sup> Data Fitting with Automatic Choice of Regularization Parameters and Noise Calibration.
SIAM J. Imaging Sci., 2010

Total Generalized Variation.
SIAM J. Imaging Sci., 2010

Optimal Control for an Elliptic System with Polygonal State Constraints.
SIAM J. Control. Optim., 2010

Semismooth Newton Methods for Time-Optimal Control for a Class of ODEs.
SIAM J. Control. Optim., 2010

2009
PDE-Constrained Optimization Subject to Pointwise Constraints on the Control, the State, and Its Derivative.
SIAM J. Optim., 2009

Asymptotic Properties of Feedback Solutions for a Class of Quantum Control Problems.
SIAM J. Control. Optim., 2009

On a semi-smooth Newton method and its globalization.
Math. Program., 2009

2008
Reduced-Order Optimal Control Based on Approximate Inertial Manifolds for Nonlinear Dynamical Systems.
SIAM J. Numer. Anal., 2008

Lagrange multiplier approach to variational problems and applications.
Advances in design and control, SIAM, ISBN: 978-0-89871-649-8, 2008

2007
Constrained Dirichlet Boundary Control in L<sup>2</sup> for a Class of Evolution Equations.
SIAM J. Control. Optim., 2007

Optimal Vortex Reduction for Instationary Flows Based on Translation Invariant Cost Functionals.
SIAM J. Control. Optim., 2007

Optimal Bilinear Control of an Abstract Schrödinger Equation.
SIAM J. Control. Optim., 2007

Convergence of the Primal-Dual Active Set Strategy for Diagonally Dominant Systems.
SIAM J. Control. Optim., 2007

2006
Path-following Methods for a Class of Constrained Minimization Problems in Function Space.
SIAM J. Optim., 2006

Receding Horizon Control with Incomplete Observations.
SIAM J. Control. Optim., 2006

Feasible and Noninterior Path-Following in Constrained Minimization with Low Multiplier Regularity.
SIAM J. Control. Optim., 2006

Optimal Control for a Stationary MHD System in Velocity-Current Formulation.
SIAM J. Control. Optim., 2006

A globalization strategy for the multigrid solution of elliptic optimal control problems.
Optim. Methods Softw., 2006

A Semi-smooth Newton Method for Regularized State-constrained Optimal Control of the Navier-Stokes Equations.
Computing, 2006

Trading Regions Under Proportional Transaction Costs.
Proceedings of the Operations Research, 2006

2005
Denoising of Smooth Images Using <i>L</i><sup>1</sup>-Fitting.
Computing, 2005

A Multigrid Scheme for Elliptic Constrained Optimal Control Problems.
Comput. Optim. Appl., 2005

2004
The Primal-Dual Active Set Method for Nonlinear Optimal Control Problems with Bilateral Constraints.
SIAM J. Control. Optim., 2004

Total Bounded Variation Regularization as a Bilaterally Constrained Optimization Problem.
SIAM J. Appl. Math., 2004

HJB-POD-Based Feedback Design for the Optimal Control of Evolution Problems.
SIAM J. Appl. Dyn. Syst., 2004

2003
Optimal Control Formulation for Determining Optical Flow.
SIAM J. Sci. Comput., 2003

An Infeasible Active Set Method for Quadratic Problems with Simple Bounds.
SIAM J. Optim., 2003

Semi-smooth Newton methods for state-constrained optimal control problems.
Syst. Control. Lett., 2003

On the structure of Lagrange multipliers for state-constrained optimal control problems.
Syst. Control. Lett., 2003

Tube Methods for BV Regularization.
J. Math. Imaging Vis., 2003

Shape Optimization and Fictitious Domain Approach for Solving Free Boundary Problems of Bernoulli Type.
Comput. Optim. Appl., 2003

2002
Galerkin Proper Orthogonal Decomposition Methods for a General Equation in Fluid Dynamics.
SIAM J. Numer. Anal., 2002

Primal-Dual Active Set Strategy for a General Class of Constrained Optimal Control Problems.
SIAM J. Optim., 2002

The Primal-Dual Active Set Strategy as a Semismooth Newton Method.
SIAM J. Optim., 2002

Asymptotic Properties of Receding Horizon Optimal Control Problems.
SIAM J. Control. Optim., 2002

Optimal Control of the Solid Fuel Ignition Model with H[sup 1]-Cost.
SIAM J. Control. Optim., 2002

Accuracy and Convergence Properties of the Finite Difference Multigrid Solution of an Optimal Control Optimality System.
SIAM J. Control. Optim., 2002

Primal-Dual Strategy for State-Constrained Optimal Control Problems.
Comput. Optim. Appl., 2002

2001
Second Order Methods for Optimal Control of Time-Dependent Fluid Flow.
SIAM J. Control. Optim., 2001

Galerkin proper orthogonal decomposition methods for parabolic problems.
Numerische Mathematik, 2001

Numerical Gradients for Shape Optimization Based on Embedding Domain Techniques.
Comput. Optim. Appl., 2001

2000
The Numerical Solution of the Steady State Solid Fuel Ignition Model and Its Optimal Control.
SIAM J. Sci. Comput., 2000

Newton's Method for a Class of Weakly Singular Optimal Control Problems.
SIAM J. Optim., 2000

A Comparison of a Moreau-Yosida-Based Active Set Strategy and Interior Point Methods for Constrained Optimal Control Problems.
SIAM J. Optim., 2000

1996
Augmented Lagrangian-SQP-Methods in Hilbert Spaces and Application to Control in the Coefficients Problems.
SIAM J. Optim., 1996

On Weakly Nonlinear Inverse Problems.
SIAM J. Appl. Math., 1996

1993
On a class of damped Morozov principles.
Computing, 1993

1992
On the Choice of the Regularization Parameter in Nonlinear Inverse Problems.
SIAM J. Optim., 1992

1991
A Numerical Study of an Augmented Lagrangian Method for the Estimation of Parameters in Elliptic Systems.
SIAM J. Sci. Comput., 1991

1990
The Augmented Lagrangian Method for Equality and Inequality Constraints in Hilbert Spaces.
Math. Program., 1990

1988
A review of some recent results on the output least squares formulation of parameter estimation problems.
Autom., 1988


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