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197 Publications
2010 | Conference Paper | LibreCat-ID: 46406
Mersmann, O, Heike 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, edited by C Blum and R Battiti, 6073:333–337. Lecture Notes in Computer Science. Springer, 2010.
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2010 | Conference Paper | LibreCat-ID: 46407
Mersmann, Olaf, Heike Trautmann, Boris Naujoks, and Claus Weihs. “Benchmarking Evolutionary Multiobjective Optimization Algorithms.” In IEEE Congress on Evolutionary Computation, 1–8, 2010. https://doi.org/10.1109/CEC.2010.5586241.
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| DOI
2010 | Conference Paper | LibreCat-ID: 46404
Ding, J, S Wessing, Heike 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), edited by R Teti. Capri, Italy: Copyright C.O.C. Com. org. Conv., 2010.
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2010 | Conference Paper | LibreCat-ID: 46409
Voß, Thomas, Heike Trautmann, and Christian Igel. “New Uncertainty Handling Strategies in Multi-Objective Evolutionary Optimization.” In Parallel Problem Solving from Nature, PPSN XI, edited by Robert Schaefer, Carlos Cotta, Joanna Kołodziej, and Günter Rudolph, 260–269. Berlin, Heidelberg: Springer Berlin Heidelberg, 2010. https://doi.org/10.1007/978-3-642-15871-1_27.
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| DOI
2010 | Journal Article | LibreCat-ID: 46412
Wagner, Tobias, and Heike Trautmann. “Integration of Preferences in Hypervolume-Based Multiobjective Evolutionary Algorithms by Means of Desirability Functions.” IEEE Transactions on Evolutionary Computation 14, no. 5 (2010): 688–701. https://doi.org/10.1109/TEVC.2010.2058119.
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| DOI
2010 | Journal Article | LibreCat-ID: 46411
Azene, Y.T., R. Roy, D. Farrugia, C. Onisa, J. Mehnen, and Heike Trautmann. “Work Roll Cooling System Design Optimisation in Presence of Uncertainty and Constrains.” CIRP Journal of Manufacturing Science and Technology 2, no. 4 (2010): 290–98. https://doi.org/10.1016/j.cirpj.2010.06.001.
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| DOI
2010 | Conference Paper | LibreCat-ID: 46410
Wagner, Tobias, and Heike Trautmann. “Online Convergence Detection for Evolutionary Multi-Objective Algorithms Revisited.” In IEEE Congress on Evolutionary Computation, 1–8, 2010. https://doi.org/10.1109/CEC.2010.5586474.
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2009 | Conference Paper | LibreCat-ID: 46414
Wagner, Tobias, Heike Trautmann, and Boris Naujoks. “OCD: Online Convergence Detection for Evolutionary Multi-Objective Algorithms Based on Statistical Testing.” In Evolutionary Multi-Criterion Optimization, edited by Matthias Ehrgott, Carlos M. Fonseca, Xavier Gandibleux, Jin-Kao Hao, and Marc Sevaux, 198–215. Berlin, Heidelberg: Springer Berlin Heidelberg, 2009. https://doi.org/10.1007/978-3-642-01020-0_19.
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| DOI
2009 | Conference Paper | LibreCat-ID: 46415
Trautmann, Heike, Jorn Mehnen, and Boris Naujoks. “Pareto-Dominance in Noisy Environments.” In 2009 IEEE Congress on Evolutionary Computation, 3119–26, 2009. https://doi.org/10.1109/CEC.2009.4983338.
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| DOI
2009 | Conference Paper | LibreCat-ID: 46413
Naujoks, Boris, and Heike Trautmann. “Online Convergence Detection for Multiobjective Aerodynamic Applications.” In 2009 IEEE Congress on Evolutionary Computation, 332–39, 2009. https://doi.org/10.1109/CEC.2009.4982966.
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| DOI
2009 | Journal Article | LibreCat-ID: 46416
Trautmann, Heike, and J Mehnen. “Statistical Methods for Improving Multi-Objective Evolutionary Optimisation.” International Journal of Computational Intelligence Research 5, no. 2 (2009): 72–78.
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2009 | Journal Article | LibreCat-ID: 46417
Trautmann, Heike, and Jörn Mehnen. “Preference-Based Pareto Optimization in Certain and Noisy Environments.” Engineering Optimization 41, no. 1 (2009): 23–38. https://doi.org/10.1080/03052150802347926.
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| DOI
2009 | Journal Article | LibreCat-ID: 46418
Trautmann, Heike, T. Wagner, B. Naujoks, M. Preuss, and J. Mehnen. “Statistical Methods for Convergence Detection of Multi-Objective Evolutionary Algorithms.” Evolutionary Computation 17, no. 4 (2009): 493–509. https://doi.org/10.1162/evco.2009.17.4.17403.
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| DOI
2008 | Conference Paper | LibreCat-ID: 46419
Mehnen, J, and Heike 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), edited by R Teti. Naples, Italy: Copyright C.O.C. Com. org. Conv., 2008.
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2008 | Conference Paper | LibreCat-ID: 46420
Trautmann, Heike, Uwe Ligges, Jörn Mehnen, and Mike Preuss. “A Convergence Criterion for Multiobjective Evolutionary Algorithms Based on Systematic Statistical Testing.” In Parallel Problem Solving from Nature – PPSN X, edited by Günter Rudolph, Thomas Jansen, Nicola Beume, Simon Lucas, and Carlo Poloni, 825–836. Berlin, Heidelberg: Springer Berlin Heidelberg, 2008.
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2007 | Conference Paper | LibreCat-ID: 46421
Mehnen, Jorn, Heike Trautmann, and Ashutosh Tiwari. “Introducing User Preference Using Desirability Functions in Multi-Objective Evolutionary Optimisation of Noisy Processes.” In 2007 IEEE Congress on Evolutionary Computation, 2687–94, 2007. https://doi.org/10.1109/CEC.2007.4424810.
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| DOI
2006 | Conference Paper | LibreCat-ID: 46422
Mehnen, J, and Heike 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, edited by R Teti, 293–298. Ischia, Italy: C.O.C. Com. org. Conv. CIRP ICME ’06, 2006.
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