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143 Publications
2011 | Conference Paper | LibreCat-ID: 46401
O. Mersmann, B. Bischl, H. Trautmann, M. Preuss, C. Weihs, and G. Rudolph, “Exploratory Landscape Analysis,” in Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation, 2011, pp. 829–836, doi: 10.1145/2001576.2001690.
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| DOI
2011 | Conference Paper | LibreCat-ID: 46402
T. Wagner, H. Trautmann, and L. Martí, “A Taxonomy of Online Stopping Criteria for Multi-Objective Evolutionary Algorithms,” in Evolutionary Multi-Criterion Optimization, 2011, pp. 16–30, doi: https://doi.org/10.1007/978-3-642-19893-9_2.
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| DOI
2011 | Journal Article | LibreCat-ID: 46403
B. Naujoks, H. Trautmann, S. Wessing, and C. Weihs, “Advanced concepts for multi-objective evolutionary optimization in aircraft industry,” Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, vol. 225, no. 10, pp. 1081–1096, 2011, doi: 10.1177/0954410011414120.
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2010 | Conference Paper | LibreCat-ID: 46408
S. Mostaghim, H. Trautmann, and O. Mersmann, “Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities,” in Parallel Problem Solving from Nature, PPSN XI, 2010, pp. 101–110, doi: https://doi.org/10.1007/978-3-642-15871-1_11.
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| DOI
2010 | Conference Paper | LibreCat-ID: 46405
O. Mersmann, M. Preuss, and H. Trautmann, “Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis,” in Proceedings of the 11th International Conference on Parallel Problem Solving from Nature: Part I, 2010, pp. 73–82.
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2010 | Conference Paper | LibreCat-ID: 46406
O. Mersmann, H. Trautmann, B. Naujoks, and C. Weihs, “On the Distribution of EMOA Hypervolumes,” in Learning and Intelligent Optimization, 4$^th$ International Conference, LION 4, Venice, Italy, 2010, vol. 6073, pp. 333–337.
LibreCat
2010 | Conference Paper | LibreCat-ID: 46407
O. Mersmann, H. Trautmann, B. Naujoks, and C. Weihs, “Benchmarking evolutionary multiobjective optimization algorithms,” in IEEE Congress on Evolutionary Computation, 2010, pp. 1–8, doi: 10.1109/CEC.2010.5586241.
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| DOI
2010 | Conference Paper | LibreCat-ID: 46404
J. Ding, S. Wessing, H. Trautmann, J. Mehnen, and B. Naujoks, “Sequential Parameter Optimisation for Multi-Objective Evolutionary Optimisation of Additive Layer Manufacturing,” in Proceedings of the 7$^th$ CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (CIRP ICME ’10), 2010.
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2010 | Conference Paper | LibreCat-ID: 46409
T. Voß, H. Trautmann, and C. Igel, “New Uncertainty Handling Strategies in Multi-objective Evolutionary Optimization,” in Parallel Problem Solving from Nature, PPSN XI, 2010, pp. 260–269, doi: https://doi.org/10.1007/978-3-642-15871-1_27.
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| DOI
2010 | Journal Article | LibreCat-ID: 46412
T. Wagner and H. Trautmann, “Integration of Preferences in Hypervolume-Based Multiobjective Evolutionary Algorithms by Means of Desirability Functions,” IEEE Transactions on Evolutionary Computation, vol. 14, no. 5, pp. 688–701, 2010, doi: 10.1109/TEVC.2010.2058119.
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2010 | Journal Article | LibreCat-ID: 46411
Y. T. Azene, R. Roy, D. Farrugia, C. Onisa, J. Mehnen, and H. Trautmann, “Work roll cooling system design optimisation in presence of uncertainty and constrains,” CIRP Journal of Manufacturing Science and Technology, vol. 2, no. 4, pp. 290–298, 2010, doi: https://doi.org/10.1016/j.cirpj.2010.06.001.
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| DOI
2010 | Conference Paper | LibreCat-ID: 46410
T. Wagner and H. Trautmann, “Online convergence detection for evolutionary multi-objective algorithms revisited,” in IEEE Congress on Evolutionary Computation, 2010, pp. 1–8, doi: 10.1109/CEC.2010.5586474.
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2009 | Conference Paper | LibreCat-ID: 46414
T. Wagner, H. Trautmann, and B. Naujoks, “OCD: Online Convergence Detection for Evolutionary Multi-Objective Algorithms Based on Statistical Testing,” in Evolutionary Multi-Criterion Optimization, 2009, pp. 198–215, doi: https://doi.org/10.1007/978-3-642-01020-0_19.
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| DOI
2009 | Conference Paper | LibreCat-ID: 46415
H. Trautmann, J. Mehnen, and B. Naujoks, “Pareto-dominance in noisy environments,” in 2009 IEEE Congress on Evolutionary Computation, 2009, pp. 3119–3126, doi: 10.1109/CEC.2009.4983338.
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2009 | Conference Paper | LibreCat-ID: 46413
B. Naujoks and H. Trautmann, “Online convergence detection for multiobjective aerodynamic applications,” in 2009 IEEE Congress on Evolutionary Computation, 2009, pp. 332–339, doi: 10.1109/CEC.2009.4982966.
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| DOI
2009 | Journal Article | LibreCat-ID: 46416
H. Trautmann and J. Mehnen, “Statistical Methods for Improving Multi-objective Evolutionary Optimisation,” International Journal of Computational Intelligence Research, vol. 5, no. 2, pp. 72–78, 2009.
LibreCat
2009 | Journal Article | LibreCat-ID: 46417
H. Trautmann and J. Mehnen, “Preference-based Pareto optimization in certain and noisy environments,” Engineering Optimization, vol. 41, no. 1, pp. 23–38, 2009, doi: 10.1080/03052150802347926.
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| DOI
2009 | Journal Article | LibreCat-ID: 46418
H. Trautmann, T. Wagner, B. Naujoks, M. Preuss, and J. Mehnen, “Statistical Methods for Convergence Detection of Multi-Objective Evolutionary Algorithms,” Evolutionary Computation, vol. 17, no. 4, pp. 493–509, 2009, doi: 10.1162/evco.2009.17.4.17403.
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| DOI
2008 | Conference Paper | LibreCat-ID: 46419
J. Mehnen and H. Trautmann, “Robust Multi-objective Optimisation of Weld Bead Geometry for Additive Manufacturing,” in Proceedings of the 6$^th$ CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (CIRP ICME ’08), 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 46420
H. Trautmann, U. Ligges, J. Mehnen, and M. Preuss, “A Convergence Criterion for Multiobjective Evolutionary Algorithms Based on Systematic Statistical Testing,” in Parallel Problem Solving from Nature – PPSN X, 2008, pp. 825–836.
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