引用次数
引用: 1,144
H-指数: 16
I10-指数 : 29
出版物: 98
Sequential Parameter Optimization in Noisy Environments
Thomas Bartz-Beielstein , Christian Jung , Martin Zafferer
2015
In a Nutshell: Sequential Parameter Optimization
Thomas Bartz-Beielstein , Martin Zaefferer , Lorenzo Gentile
arXiv: Mathematical Software
7
2017
Surrogate-Assisted Learning of Neural Networks
Thomas Bartz-Beielstein , Martin Zaefferer , Jörg Stork , Andreas Fischbach
4
2017
Expected Improvement versus Predicted Value in Surrogate-Based Optimization.
Thomas Bartz-Beielstein , Boris Naujoks , Martin Zaefferer , Frederik Rehbach
arXiv: Neural and Evolutionary Computing
2020
Continuous Optimization Benchmarks by Simulation
Martin Zaefferer , Frederik Rehbach
parallel problem solving from nature 273 -286
2
2020
Prediction of neural network performance by phenotypic modeling
Alexander Hagg , Martin Zaefferer , Adam Gaier , Jörg Stork
genetic and evolutionary computation conference 1576 -1582
1
2019
Sequential Parameter Optimization for Mixed-Discrete Problems
Thomas Bartz-Beielstein , Martin Zaefferer , Lorenzo Gentile
Springer International Publishing 333 -355
2021
Resource Planning for Hospitals Under Special Consideration of the COVID-19 Pandemic: Optimization and Sensitivity Analysis.
Thomas Bartz-Beielstein , Martin Zaefferer , Olaf Mersmann , Frederik Rehbach
arXiv: Artificial Intelligence
2021
Behavior-based Neuroevolutionary Training in Reinforcement Learning.
Thomas Bartz-Beielstein , Martin Zaefferer , A. E. Eiben , Jörg Stork
2
2021
Uncertainty Management Using Sequential Parameter Optimization
Thomas Bartz-Beielstein , Christian Jung , Martin Zaefferer
Uncertainty Management in Simulation-Optimization of Complex Systems 79 -99
3
2015
Distance Measures for Permutations in Combinatorial Efficient Global Optimization
Martin Zaefferer , Jörg Stork , Thomas Bartz-Beielstein
parallel problem solving from nature 373 -383
31
2014
Understanding the Behavior of Reinforcement Learning Agents
Jörg Stork , Martin Zaefferer , Thomas Bartz-Beielstein , A. E. Eiben
International Conference on Bioinspired Methods and Their Applications 148 -160
2020
Noisy optimization with sequential parameter optimization and optimal computational budget allocation
Thomas Bartz-Beielstein , Martina Friese , Martin Zaefferer , Boris Naujoks
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation - GECCO '11 119 -120
3
2011
Simulation-based test functions for optimization algorithms
Martin Zaefferer , Andreas Fischbach , Boris Naujoks , Thomas Bartz-Beielstein
genetic and evolutionary computation conference 905 -912
5
2017
Open Issues in Surrogate-Assisted Optimization
Jörg Stork , Martina Friese , Martin Zaefferer , Thomas Bartz-Beielstein
High-Performance Simulation-Based Optimization 225 -244
3
2020
Optimization of biogas production with computational intelligence a comparative study
Jorg Ziegenhirt , Thomas Bartz-Beielstein , Oliver Flasch , Wolfgang Konen
IEEE Congress on Evolutionary Computation 1 -8
7
2010
Multi-fidelity modeling and optimization of biogas plants
Martin Zaefferer , Daniel Gaida , Thomas Bartz-Beielstein
soft computing 48 13 -28
11
2016
Model-based methods for continuous and discrete global optimization
Thomas Bartz-Beielstein , Martin Zaefferer
soft computing 55 154 -167
142
2017
Tuning multi-objective optimization algorithms for cyclone dust separators
Martin Zaefferer , Beate Breiderhoff , Boris Naujoks , Martina Friese
genetic and evolutionary computation conference 1223 -1230
3
2014
Efficient Global Optimization with Indefinite Kernels
Martin Zaefferer , Thomas Bartz-Beielstein
parallel problem solving from nature 69 -79
7
2016
Thomas Bartz-Beielstein Jörg Stork Boris Naujoks Martina Echtenbruck (née Friese) Frederik Rehbach Steffen Moritz Wolfgang Konen A.E. Eiben Tea Tušar Tobias Wagner Michael T.M. Emmerich (Dr. rer. nat.) Daniel Horn Lorenzo Gentile Daniel Gaida Tinkle Chugh Alma Rahat Vanessa Volz Mike Preuss Dr. Patrick Koch