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204 Publications
2012 | Conference Paper | LibreCat-ID: 46398
Mersmann, Olaf, Bernd Bischl, Jakob Bossek, Heike Trautmann, Markus Wagner, and Frank Neumann. “Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness.” In Learning and Intelligent Optimization, edited by Youssef Hamadi and Marc Schoenauer, 115–129. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012. https://doi.org/10.1007/978-3-642-34413-8_9.
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2011 | Conference Paper | LibreCat-ID: 46401
Mersmann, Olaf, Bernd Bischl, Heike Trautmann, Mike Preuss, Claus Weihs, and Günter Rudolph. “Exploratory Landscape Analysis.” In Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation, 829–836. GECCO ’11. New York, NY, USA: Association for Computing Machinery, 2011. https://doi.org/10.1145/2001576.2001690.
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2011 | Conference Paper | LibreCat-ID: 46402
Wagner, Tobias, Heike Trautmann, and Luis Martí. “A Taxonomy of Online Stopping Criteria for Multi-Objective Evolutionary Algorithms.” In Evolutionary Multi-Criterion Optimization, edited by Ricardo H. C. Takahashi, Kalyanmoy Deb, Elizabeth F. Wanner, and Salvatore Greco, 16–30. Berlin, Heidelberg: Springer Berlin Heidelberg, 2011. https://doi.org/10.1007/978-3-642-19893-9_2.
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2011 | Journal Article | LibreCat-ID: 46403
Naujoks, B, Heike 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 225, no. 10 (2011): 1081–96. https://doi.org/10.1177/0954410011414120.
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2010 | Conference Paper | LibreCat-ID: 46408
Mostaghim, Sanaz, Heike Trautmann, and Olaf Mersmann. “Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities.” In Parallel Problem Solving from Nature, PPSN XI, edited by Robert Schaefer, Carlos Cotta, Joanna Kołodziej, and Günter Rudolph, 101–110. Berlin, Heidelberg: Springer Berlin Heidelberg, 2010. https://doi.org/10.1007/978-3-642-15871-1_11.
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2010 | Conference Paper | LibreCat-ID: 46405
Mersmann, Olaf, Mike Preuss, and Heike Trautmann. “Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis.” In Proceedings of the 11th International Conference on Parallel Problem Solving from Nature: Part I, 73–82. PPSN’10. Berlin, Heidelberg: Springer-Verlag, 2010.
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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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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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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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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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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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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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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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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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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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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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