Publications for single years

2023

Schießl, Jonas; Ou, Ruchuan; Faulwasser, Timm; Baumann, Michael Heinrich; Grüne, Lars
Pathwise turnpike and dissipativity results for discrete-time stochastic linear-quadratic optim ...
2023 62nd IEEE Conference on Decision and Control (CDC)
Singapore, Singapore , 2023. - page 2790-2795
doi:10.1109/CDC49753.2023.10384081 ...

Sperl, Mario; Saluzzi, Luca; Grüne, Lars; Kalise, Dante
Separable approximations of optimal value functions under a decaying sensitivity assumption
62nd IEEE Conference on Decision and Control (CDC) 2023
Singapore, Singapore , 2023. - page 259-264
doi:10.1109/CDC49753.2023.10383497 ...

Köhne, Frederik; Kreis, Leonie; Schiela, Anton; Herzog, Roland
Adaptive Step Sizes for Preconditioned Stochastic Gradient Descent
Bayreuth ; Heidelberg, 2023. - 31 page
doi:10.48550/arXiv.2311.16956 ...

Sperl, Mario; Mysliwitz, Jonas; Grüne, Lars
Approximation of Separable Control Lyapunov Functions with Neural Networks
Bayreuth, 2023. - 12 page
doi:10.15495/EPub_UBT_00007284 ...

Herzog, Roland; Köhne, Frederik; Kreis, Leonie; Schiela, Anton
Frobenius-Type Norms and Inner Products of Matrices and Linear Maps with Applications to Neural ...
Bayreuth ; Heidelberg, 2023. - 14 page
doi:10.48550/arXiv.2311.15419 ...

Ou, Ruchuan; Schießl, Jonas; Baumann, Michael Heinrich; Grüne, Lars; Faulwasser, Timm
A Polynomial Chaos Approach to Stochastic LQ Optimal Control: Error Bounds and Infinite-Horizon ...
Dortmund ; Bayreuth, 2023
doi:10.48550/arXiv.2311.17596 ...

Herberg, Evelyn; Herzog, Roland; Köhne, Frederik; Kreis, Leonie; Schiela, Anton
Sensitivity-Based Layer Insertion for Residual and Feedforward Neural Networks
Bayreuth ; Heidelberg, 2023. - 15 page
doi:10.48550/arXiv.2311.15995 ...

Baier, Robert; Farkhi, Elza
A Filippov Approximation Theorem for Strengthened One-Sided Lipschitz Differential Inclusions
in Computational Optimization and Applications (2023) . - page 1-39
doi:10.1007/s10589-023-00517-9 ...

Schießl, Jonas; Ou, Ruchuan; Faulwasser, Timm; Baumann, Michael Heinrich; Grüne, Lars
Turnpike and dissipativity in generalized discrete-time stochastic linear-quadratic optimal con ...
Bayreuth, 2023
doi:10.48550/arXiv.2309.05422 ...

Bold, Lea; Grüne, Lars; Schaller, Manuel; Worthmann, Karl
Practical asymptotic stability of data-driven model predictive control using extended DMD
Ilmenau ; Bayreuth, 2023. - 24 page
doi:10.48550/arXiv.2308.00296 ...

Katz, Rami; Kriecherbauer, Thomas; Grüne, Lars; Margaliot, Michael
On the gain of entrainment in a class of weakly contractive bilinear control systems with appli ...
Bayreuth ; Tel Aviv, 2023. - 42 page
doi:10.48550/arXiv.2307.03568 ...

Sproll, Tobias; Schiela, Anton
Numerical Solution of an Identifcation Problem in Electromyography
Bayreuth, 2023. - 21 page
http://nbn-resolving.org/urn:nbn:de:bvb:703-epub-7 ...

Ernst, Andreas; Grüne, Lars; Rieger, Janosch
A linear programming approach to approximating the infinite time reachable set of strictly stab ...
in Journal of Global Optimization volume 86 (2023) . - page 521-543
doi:10.1007/s10898-022-01261-w ...

Baumann, Michael Heinrich; Baumann, Michaela; Grüne, Lars; Herz, Bernhard
Market Structure and Instability Artifacts in Heterogeneous Agent Models: Lessons from Implicit ...
in Computational Economics volume 62 (2023) . - page 855-890
doi:10.15495/EPub_UBT_00006617 ...

Braun, Philipp; Grüne, Lars; Kellett, Christopher; Worthmann, Karl
Model Predictive Control and Distributed Optimization in Smart Grid Applications
Handbook of Smart Energy Systems
Cham : Springer, 2023
doi:10.1007/978-3-030-72322-4_163-1 ...

Eichfelder, Gabriele; Grüne, Lars; Krügel, Lisa; Schießl, Jonas
Relaxed dissipativity assumptions and a simplified algorithm for multiobjective MPC
in Computational Optimization and Applications volume 86 (2023) . - page 1081-1116
doi:10.1007/s10589-022-00398-4 ...

Köhler, Johannes; Zeilinger, Melanie; Grüne, Lars
Stability and performance analysis of NMPC : Detectable stage costs and general terminal costs
in IEEE Transactions on Automatic Control volume 68 (2023) issue 10. - page 6114-6129
doi:10.1109/TAC.2023.3235244 ...

Grüne, Lars; Sperl, Mario
Examples for separable control Lyapunov functions and their neural network approximation
in IFAC-PapersOnLine volume 56 (2023) issue 1. - page 19-24
doi:10.1016/j.ifacol.2023.02.004 ...

Baumann, Michael Heinrich
How Skewed are Simultaneously Long-Short Trading Gains?
2023 European Control Conference (ECC)
Bucharest, Romania : IEEE, 2023. - page 1-6
https://ieeexplore.ieee.org/document/10178415

Pötzl, Bastian
Inexact Proximal Newton Methods for Finite Strain Plasticity
Bayreuth, 2023. - X, 215 page
doi:10.15495/EPub_UBT_00007159 ...
(dissertation, 2023, )

Krügel, Lisa; Faulwasser, Timm; Grüne, Lars
Local Turnpike Properties in Finite Horizon Optimal Control
62nd IEEE Conference on Decision and Control (CDC) 2023
Singapore , 2023. - page 5273-5278
doi:10.1109/CDC49753.2023.10383850 ...

Ofir, Ron; Kriecherbauer, Thomas; Grüne, Lars; Margaliot, Michael
On the gain of entrainment in the n-dimensional ribosome flow model
in Interface : Journal of the Royal Society volume 20 (2023) issue 199
doi:10.1098/rsif.2022.0763 ...

Schießl, Jonas; Baumann, Michael Heinrich; Faulwasser, Timm; Grüne, Lars
On the relationship between stochastic turnpike and dissipativity notions
Bayreuth, 2023
doi:10.48550/arXiv.2311.07281 ...

Baumann, Michael Heinrich
On theoretical foundations of mostly model-free cross-coupled simultaneously long-short stock t ...
in European Journal of Control (2023)
doi:10.1016/j.ejcon.2023.100851 ...

Köhler, Matthias; Krügel, Lisa; Grüne, Lars; Müller, Matthias A.; Allgöwer, Frank
Transient Performance of MPC for Tracking
in IEEE Control Systems Letters volume 7 (2023) . - page 2545-2550
doi:10.1109/LCSYS.2023.3287798 ...