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197 Publications
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.
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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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| DOI
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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| DOI
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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| DOI
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.
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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.
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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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2007 | Conference Paper | LibreCat-ID: 46421
J. Mehnen, H. Trautmann, and A. Tiwari, “Introducing user preference using Desirability Functions in Multi-Objective Evolutionary Optimisation of noisy processes,” in 2007 IEEE Congress on Evolutionary Computation, 2007, pp. 2687–2694, doi: 10.1109/CEC.2007.4424810.
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| DOI
2006 | Conference Paper | LibreCat-ID: 46422
J. Mehnen and H. Trautmann, “Integration of Expert’s Preferences in Pareto Optimization by Desirability Function Techniques,” in CIRP ICME ’06) — Proceedings of the 5$^th$ CIRP International Seminar on Intelligent Computation in Manufacturing Engineering, 2006, pp. 293–298.
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