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Klamroth,
Kathrin;
Stiglmayr,
Michael;
Totzeck,
Claudia
Consensus-Based Optimization for Multi-Objective Problems: A Multi-Swarm Approach
Journal of Global Optimization
2024
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
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
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
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
Weissen,
Jennifer;
Goettlich,
Simone;
Totzeck,
Claudia
Space mapping-based optimization with the macroscopic limit of interacting particle systems
Optimization and Engineering,
online 2021
Totzeck,
Claudia;
Wolfram,
Marie-Therese
Consensus-Based Global Optimization with Personal Best
Mathematical Biosciences and Engineering,
17
(5)
:6026-6044
2020
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
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
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
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
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