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Papers matching “deterministic global optimization” 11

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Deterministic global and hierarchical optimization for experimental design
2025 RWTH Publications (RWTH Aachen) dissertation Mathematics Advanced Optimization Algorithms Research Open access

Daniel Jungen

1

citations
Deterministic global optimization with Gaussian processes embedded
2021 Mathematical Programming Computation article Mathematics Advanced Optimization Algorithms Research Open access

Artur M. Schweidtmann, Dominik Bongartz, Daniel Grothe, Tim Kerkenhoff, Xiaopeng Lin, Jaromił Najman, +1 more

47

citations
Deterministic global optimization of steam cycles using the IAPWS-IF97 model
2020 Optimization and Engineering article Mathematics Advanced Optimization Algorithms Research Open access

Dominik Bongartz, Jaromił Najman, Alexander Mitsos

9

citations
Global Optimization of Gaussian processes
2020 arXiv (Cornell University) preprint Mathematics Advanced Optimization Algorithms Research Open access

Artur M. Schweidtmann, Dominik Bongartz, Daniel Grothe, Tim Kerkenhoff, Xiaopeng Lin, Jaromił Najman, +1 more

5

citations
Towards global parameter estimation exploiting reduced data sets
2023 Optimization methods & software article Mathematics Advanced Optimization Algorithms Research Open access

Susanne Saß, Angelos Tsoukalas, Ian H. Bell, Dominik Bongartz, Jaromił Najman, Alexander Mitsos

3

citations
Linearization of McCormick relaxations and hybridization with the auxiliary variable method
2021 Journal of Global Optimization article Mathematics Advanced Optimization Algorithms Research Open access

Jaromił Najman, Dominik Bongartz, Alexander Mitsos

17

citations
A branch-and-bound algorithm with growing datasets for large-scale parameter estimation
2024 European Journal of Operational Research article Mathematics Advanced Optimization Algorithms Research Open access

Susanne Saß, Alexander Mitsos, Dominik Bongartz, Ian H. Bell, Nikolay Ivanov Nikolov, Angelos Tsoukalas

7

citations
Obey validity limits of data-driven models through topological data analysis and one-class classification
2021 Optimization and Engineering article Mathematics Advanced Optimization Algorithms Research Open access

Artur M. Schweidtmann, Jana M. Weber, Linus Netze, Alexander Mitsos

57

citations
Out-of-sample estimation for a branch-and-bound algorithm with growing datasets
2025 Journal of Global Optimization article Mathematics Advanced Optimization Algorithms Research Open access

Susanne Saß, Alexander Mitsos, Nikolay Ivanov Nikolov, Angelos Tsoukalas

0

citations
MUSE-BB: a decomposition algorithm for nonconvex two-stage problems using strong multisection branching
2025 Journal of Global Optimization article Mathematics Advanced Optimization Algorithms Research Open access

Marco Langiu, Manuel Dahmen, Dominik Bongartz, Alexander Mitsos

0

citations
Globale Prozessoptimierung durch maschinelles Lernen
2021 RWTH Publications (RWTH Aachen) book Mathematics Advanced Optimization Algorithms Research Open access

Artur M. Schweidtmann

0

citations

11 results