Arbeitsgruppe Optimierung



2024

22.

Bailo, Rafael; Barbaro, Alethea; Gomes, Susana N.; Riedl, Konstantin; Roith, Tim; Totzeck, Claudia; Vaes, Urbain
CBX: Python and Julia Packages for Consensus-Based Interacting Particle Methods
Journal of Open Source Software, 9 (98) :6611
2024
Herausgeber: The Open Journal

21.

Klamroth, Kathrin; Stiglmayr, Michael; Totzeck, Claudia
Consensus-Based Optimization for Multi-Objective Problems: A Multi-Swarm Approach
Journal of Global Optimization
2024

20.

Jacob, B.; Totzeck, Claudia
Port-Hamiltonian Structure of Interacting Particle Systems and Its Mean-Field Limit
SIAM Multiscale Modelling & Simulation, 22
2024
2023

19.

Carrillo, Jose Antonio; Totzeck, Claudia; Vaes, Urbain
Consensus-based Optimization and Ensemble Kalman Inversion for Global Optimization Problems with Constraints
, Modeling and Simulation for Collective Dynamics,Lecture Notes Series, Institute for Mathematical Sciences, NUS Band 40
2023

18.

Albi, Giacomo; Ferrarese, Federica; Totzeck, Claudia
Kinetic based optimization enhanced by genetic dynamics
2023

17.

Doganay, Onur Tanil; Klamroth, Kathrin; Lang, Bruno; Stiglmayr, Michael; Totzeck, Claudia
Optimal control for port-Hamiltonian systems and a new perspective on dynamic network flow problems
2023

16.

Günther, Michael; Jacob, Birgit; Totzeck, Claudia
Structure-preserving identification of port-Hamiltonian systems - a sensitivity-based approach
2023
2022

15.

Schillings, Claudia; Totzeck, Claudia; Wacker, Philipp
Ensemble-based gradient inference for particle methods in optimization and sampling
2022

14.

Doganay, Onur Tanil; Klamroth, Kathrin; Lang, Bruno; Stiglmayr, Michael; Totzeck, Claudia
Modeling Minimum Cost Network Flows With Port-Hamiltonian Systems
PAMM
2022
Herausgeber: Wiley

13.

Tordeux, Antoine; Totzeck, Claudia
Multi-scale description of pedestrian collective dynamics with port-Hamiltonian systems
2022
2021

12.

Burger, Martin; Pinnau, Rene; Totzeck, Claudia; Tse, Oliver
Mean-field optimal control and optimality conditions in the space of probability measures
SIAM Journal of Control and Optimization, 59 (2) :977-1006
2021

11.

Burger, Martin; Kreusser, Lisa Maria; Totzeck, Claudia
Mean-field optimal control for biological pattern formation
ESAIM COCV, 27 (40)
2021

10.

Goettlich, Simone; Totzeck, Claudia
Parameter calibration with stochastic gradient descent for interacting particle systems driven by neural networks
Mathematics of Control, Signals, and Systems, 34 :185-214
2021

9.

Weissen, Jennifer; Goettlich, Simone; Totzeck, Claudia
Space mapping-based optimization with the macroscopic limit of interacting particle systems
Optimization and Engineering, online
2021
2020

8.

Totzeck, Claudia
An anisotropic interaction model with collision avoidance
Kinetic and Related Models, 13 (6) :1219-1242
2020

7.

Totzeck, Claudia; Wolfram, Marie-Therese
Consensus-Based Global Optimization with Personal Best
Mathematical Biosciences and Engineering, 17 (5) :6026-6044
2020

6.

Burger, Martin; Pinnau, Rene; Totzeck, Claudia; Tse, Oliver; Roth, Andreas
Instantaneous control of interacting particle systems in the mean-field limit
Journal of Computational Physics, 405 :109181
2020

5.

Schlachter, Louisa; Totzeck, Claudia
Parameter identification in uncertain scalar conservation laws discretized with the discontinuous stochastic Galerkin Scheme
Communications in Computational Physics, 28 (4) :1585-1608
2020

4.

Pinnau, Rene; Totzeck, Claudia
Space mapping-based receding horizon control for stochastic interacting particle systems: dogs herding sheep
Journal of Mathematics in Industry, 10 (11)
2020
2018

3.

Carrillo, Jose; Choi, Young-Pil; Totzeck, Claudia; Tse, Oliver
An analytical framework for a consensus-based global optimization method
Mathematical Models and Methods in Applied Sciences, 28 (6) :1037-1066
2018
2017

2.

Pinnau, Rene; Totzeck, Claudia; Tse, Oliver; Martin, Stephan
A consensus-based model for global optimization and its mean-field limit
Mathematical Models and Methods in Applied Sciences, 27 (1) :183-204
2017

1.

Pinnau, Rene; Totzeck, Claudia; Tse, Oliver
The quasi-neutral limit in optimal semiconductor design
SIAM Journal of Control and Optimization, 55 (4) :2603-2635
2017

zuletzt bearbeitet am: 13.12.2022