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Julian Blank
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Pymoo: Multi-objective optimization in python
J Blank, K Deb
Ieee access 8, 89497-89509, 2020
17062020
Investigating the Normalization Procedure of NSGA-III
J Blank, K Deb, PC Roy
International Conference on Evolutionary Multi-Criterion Optimization, 229-240, 2019
1032019
Reference point based NSGA-III for preferred solutions
Y Vesikar, K Deb, J Blank
2018 IEEE symposium series on computational intelligence (SSCI), 1587-1594, 2018
962018
Generating well-spaced points on a unit simplex for evolutionary many-objective optimization
J Blank, K Deb, Y Dhebar, S Bandaru, H Seada
IEEE Transactions on Evolutionary Computation 25 (1), 48-60, 2020
952020
A running performance metric and termination criterion for evaluating evolutionary multi-and many-objective optimization algorithms
J Blank, K Deb
2020 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2020
802020
Solving the bi-objective traveling thief problem with multi-objective evolutionary algorithms
J Blank, K Deb, S Mostaghim
Evolutionary Multi-Criterion Optimization: 9th International Conference, EMO …, 2017
422017
Constrained bi-objective surrogate-assisted optimization of problems with heterogeneous evaluation times: Expensive objectives and inexpensive constraints
J Blank, K Deb
Evolutionary Multi-Criterion Optimization: 11th International Conference …, 2021
332021
A non-dominated sorting based customized random-key genetic algorithm for the bi-objective traveling thief problem
JBC Chagas, J Blank, M Wagner, MJF Souza, K Deb
Journal of Heuristics 27 (3), 267-301, 2021
192021
Handling constrained multi-objective optimization problems with heterogeneous evaluation times: proof-of-principle results
J Blank, K Deb
Memetic Computing 14 (2), 135-150, 2022
152022
A proximity-based surrogate-assisted method for simulation-based design optimization of a cylinder head water jacket
A Ahrari, J Blank, K Deb, X Li
Engineering Optimization 53 (9), 1574-1592, 2021
132021
pysamoo: Surrogate-assisted multi-objective optimization in python
J Blank, K Deb
arXiv preprint arXiv:2204.05855, 2022
112022
A model-driven approach for solving the software component allocation problem
I Al-Azzoni, J Blank, N Petrović
Algorithms 14 (12), 354, 2021
112021
PSAF: A probabilistic surrogate-assisted framework for single-objective optimization
J Blank, K Deb
Proceedings of the Genetic and Evolutionary Computation Conference, 652-659, 2021
92021
Trust-region based multi-objective optimization for low budget scenarios
PC Roy, R Hussein, J Blank, K Deb
Evolutionary Multi-Criterion Optimization: 10th International Conference …, 2019
92019
Optimal design of electric machine with efficient handling of constraints and surrogate assistance
B Khoshoo, J Blank, TQ Pham, K Deb, SN Foster
Engineering Optimization 56 (2), 274-292, 2024
82024
Parallel multi-objective optimization for expensive and inexpensive objectives and constraints
R de Winter, B Milatz, J Blank, N van Stein, T Bäck, K Deb
Swarm and Evolutionary Computation 86, 101508, 2024
72024
Model-driven multi-objective optimization approach to 6G network planning
N Petrović, I Al-Azzoni, J Blank
2021 15th International Conference on Advanced Technologies, Systems and …, 2021
72021
Towards sustainable forest management strategies with moeas
P Back, A Suominen, P Malo, O Tahvonen, J Blank, K Deb
Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020
72020
Large-scale multi-objective optimization for water quality in Chesapeake Bay watershed
G Toscano, JS Hernandez–Suarez, J Blank, P Nejadhashemi, K Deb, ...
2022 IEEE Congress on Evolutionary Computation (CEC), 01-09, 2022
62022
GPSAF: A Generalized Probabilistic Surrogate-Assisted Framework for Constrained Single-and Multi-objective Optimization
J Blank, K Deb
arXiv preprint arXiv:2204.04054, 2022
62022
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