Matthias Heinkenschloss

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 8

Top Topics

Levenberg Marquardt

Topological Properties

Unconstrained Optimization

Top Venues

SIAM/ASA J. Uncertain. Quantification

SIAM J. Sci. Comput.

Publications

Alejandro N. Diaz, Matthias Heinkenschloss, Ion Victor Gosea, Athanasios C. Antoulas
Interpolatory model reduction of quadratic-bilinear dynamical systems with quadratic-bilinear outputs. Adv. Comput. Math. 49 (6) (2023)
Alejandro N. Diaz, Youngsoo Choi, Matthias Heinkenschloss
A fast and accurate domain-decomposition nonlinear manifold reduced order model. CoRR (2023)
Alejandro N. Diaz, Youngsoo Choi, Matthias Heinkenschloss
Nonlinear-manifold reduced order models with domain decomposition. CoRR (2023)
Matthias Heinkenschloss, Boris Kramer, Timur Takhtaganov
Adaptive Reduced-Order Model Construction for Conditional Value-at-Risk Estimation. SIAM/ASA J. Uncertain. Quantification 8 (2) (2020)
Lilian C. K. Biasi, Matthias Heinkenschloss, Fabio R. M. Batista, Roger J. Zemp, Ana L. R. Romano, Antonio J. A. Meirelles
A new unified model to simulate columns with multiple phase divisions and their impact on energy savings. Comput. Chem. Eng. 140 (2020)
Matthias Heinkenschloss, Boris Kramer, Timur Takhtaganov, Karen Willcox
Conditional-Value-at-Risk Estimation via Reduced-Order Models. SIAM/ASA J. Uncertain. Quantification 6 (4) (2018)
Matthias Heinkenschloss, Dörte Jando
Reduced Order Modeling for Time-Dependent Optimization Problems with Initial Value Controls. SIAM J. Sci. Comput. 40 (1) (2018)
Harbir Antil, Sean Hardesty, Matthias Heinkenschloss
Shape Optimization of Shell Structure Acoustics. SIAM J. Control. Optim. 55 (3) (2017)
Drew P. Kouri, Matthias Heinkenschloss, Denis Ridzal, Bart G. van Bloemen Waanders
Inexact Objective Function Evaluations in a Trust-Region Algorithm for PDE-Constrained Optimization under Uncertainty. SIAM J. Sci. Comput. 36 (6) (2014)
Matthias Heinkenschloss, Denis Ridzal
A Matrix-Free Trust-Region SQP Method for Equality Constrained Optimization. SIAM J. Optim. 24 (3) (2014)
Drew P. Kouri, Matthias Heinkenschloss, Denis Ridzal, Bart G. van Bloemen Waanders
A Trust-Region Algorithm with Adaptive Stochastic Collocation for PDE Optimization under Uncertainty. SIAM J. Sci. Comput. 35 (4) (2013)
Dmitriy Leykekhman, Matthias Heinkenschloss
Local Error Analysis of Discontinuous Galerkin Methods for Advection-Dominated Elliptic Linear-Quadratic Optimal Control Problems. SIAM J. Numer. Anal. 50 (4) (2012)
Harbir Antil, Matthias Heinkenschloss, Ronald H. W. Hoppe, Christopher Linsenmann, Achim Wixforth
Reduced order modeling based shape optimization of surface acoustic wave driven microfluidic biochips. Math. Comput. Simul. 82 (10) (2012)
Harbir Antil, Matthias Heinkenschloss, Ronald H. W. Hoppe
Domain decomposition and balanced truncation model reduction for shape optimization of the Stokes system. Optim. Methods Softw. 26 (4-5) (2011)
Matthias Heinkenschloss, Timo Reis, Athanasios C. Antoulas
Balanced truncation model reduction for systems with inhomogeneous initial conditions. Autom. 47 (3) (2011)
Harbir Antil, Matthias Heinkenschloss, Ronald H. W. Hoppe, Danny C. Sorensen
Domain decomposition and model reduction for the numerical solution of PDE constrained optimization problems with localized optimization variables. Comput. Vis. Sci. 13 (6) (2010)
Matthias Heinkenschloss, Dmitriy Leykekhman
Local Error Estimates for SUPG Solutions of Advection-Dominated Elliptic Linear-Quadratic Optimal Control Problems. SIAM J. Numer. Anal. 47 (6) (2010)
Timo Reis, Matthias Heinkenschloss
Model reduction with a-priori error bounds for a class of nonlinear electrical circuits. CDC (2009)
Matthias Heinkenschloss, Danny C. Sorensen, Kai Sun
Balanced Truncation Model Reduction for a Class of Descriptor Systems with Application to the Oseen Equations. SIAM J. Sci. Comput. 30 (2) (2008)
Matthias Heinkenschloss, Hoang Nguyen
Neumann-Neumann Domain Decomposition Preconditioners for Linear-Quadratic Elliptic Optimal Control Problems. SIAM J. Sci. Comput. 28 (3) (2006)
Matthias Heinkenschloss
Optimization and control of distributed systems. Syst. Control. Lett. 48 (3-4) (2003)
Matthias Heinkenschloss, Luís Nunes Vicente
Analysis of Inexact Trust-Region SQP Algorithms. SIAM J. Optim. 12 (2) (2002)
Max D. Gunzburger, Matthias Heinkenschloss, Hyesuk K. Lee
Solution of elliptic partial differential equations by an optimization-based domain decomposition method. Appl. Math. Comput. 113 (2-3) (2000)
Matthias Heinkenschloss, Luís Nunes Vicente
An interface optimization and application for the numerical solution of optimal control problems. ACM Trans. Math. Softw. 25 (2) (1999)
Matthias Heinkenschloss, Michael Ulbrich, Stefan Ulbrich
Superlinear and quadratic convergence of affine-scaling interior-point Newton methods for problems with simple bounds without strict complementarity assumption. Math. Program. 86 (3) (1999)
Matthias Heinkenschloss
Projected Sequential Quadratic Programming Methods. SIAM J. Optim. 6 (2) (1996)
Matthias Heinkenschloss
On the solution of a two ball trust region subproblem. Math. Program. 64 (1994)
Matthias Heinkenschloss
Mesh Independence for Nonlinear Least Squares Problems with Norm Constraints. SIAM J. Optim. 3 (1) (1993)
Matthias Heinkenschloss
Numerical Solution of a Semilinear Parabolic Control Problem Universität Trier, Mathematik/Informatik, Forschungsbericht (1992)
Matthias Heinkenschloss
On the Solution of a Two Ball Trust Region Subproblem Universität Trier, Mathematik/Informatik, Forschungsbericht (1992)