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204 Publications
2012 | Conference Paper | LibreCat-ID: 46398
Mersmann, O., Bischl, B., Bossek, J., Trautmann, H., Wagner, M., & Neumann, F. (2012). Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness. In Y. Hamadi & M. Schoenauer (Eds.), Learning and Intelligent Optimization (pp. 115–129). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-34413-8_9
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| DOI
2011 | Conference Paper | LibreCat-ID: 46401
Mersmann, O., Bischl, B., Trautmann, H., Preuss, M., Weihs, C., & Rudolph, G. (2011). Exploratory Landscape Analysis. Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation, 829–836. https://doi.org/10.1145/2001576.2001690
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| DOI
2011 | Conference Paper | LibreCat-ID: 46402
Wagner, T., Trautmann, H., & Martí, L. (2011). A Taxonomy of Online Stopping Criteria for Multi-Objective Evolutionary Algorithms. In R. H. C. Takahashi, K. Deb, E. F. Wanner, & S. Greco (Eds.), Evolutionary Multi-Criterion Optimization (pp. 16–30). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-19893-9_2
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| DOI
2011 | Journal Article | LibreCat-ID: 46403
Naujoks, B., Trautmann, H., Wessing, S., & Weihs, C. (2011). Advanced concepts for multi-objective evolutionary optimization in aircraft industry. Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, 225(10), 1081–1096. https://doi.org/10.1177/0954410011414120
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| DOI
2010 | Conference Paper | LibreCat-ID: 46408
Mostaghim, S., Trautmann, H., & Mersmann, O. (2010). Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities. In R. Schaefer, C. Cotta, J. Kołodziej, & G. Rudolph (Eds.), Parallel Problem Solving from Nature, PPSN XI (pp. 101–110). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-15871-1_11
LibreCat
| DOI
2010 | Conference Paper | LibreCat-ID: 46405
Mersmann, O., Preuss, M., & Trautmann, H. (2010). Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis. Proceedings of the 11th International Conference on Parallel Problem Solving from Nature: Part I, 73–82.
LibreCat
2010 | Conference Paper | LibreCat-ID: 46406
Mersmann, O., Trautmann, H., Naujoks, B., & Weihs, C. (2010). On the Distribution of EMOA Hypervolumes. In C. Blum & R. Battiti (Eds.), Learning and Intelligent Optimization, 4$^th$ International Conference, LION 4, Venice, Italy (Vol. 6073, pp. 333–337). Springer.
LibreCat
2010 | Conference Paper | LibreCat-ID: 46407
Mersmann, O., Trautmann, H., Naujoks, B., & Weihs, C. (2010). Benchmarking evolutionary multiobjective optimization algorithms. IEEE Congress on Evolutionary Computation, 1–8. https://doi.org/10.1109/CEC.2010.5586241
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| DOI
2010 | Conference Paper | LibreCat-ID: 46404
Ding, J., Wessing, S., Trautmann, H., Mehnen, J., & Naujoks, B. (2010). Sequential Parameter Optimisation for Multi-Objective Evolutionary Optimisation of Additive Layer Manufacturing. In R. Teti (Ed.), Proceedings of the 7$^th$ CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (CIRP ICME ’10). Copyright C.O.C. Com. org. Conv.
LibreCat
2010 | Conference Paper | LibreCat-ID: 46409
Voß, T., Trautmann, H., & Igel, C. (2010). New Uncertainty Handling Strategies in Multi-objective Evolutionary Optimization. In R. Schaefer, C. Cotta, J. Kołodziej, & G. Rudolph (Eds.), Parallel Problem Solving from Nature, PPSN XI (pp. 260–269). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-15871-1_27
LibreCat
| DOI
2010 | Journal Article | LibreCat-ID: 46412
Wagner, T., & Trautmann, H. (2010). Integration of Preferences in Hypervolume-Based Multiobjective Evolutionary Algorithms by Means of Desirability Functions. IEEE Transactions on Evolutionary Computation, 14(5), 688–701. https://doi.org/10.1109/TEVC.2010.2058119
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| DOI
2010 | Journal Article | LibreCat-ID: 46411
Azene, Y. T., Roy, R., Farrugia, D., Onisa, C., Mehnen, J., & Trautmann, H. (2010). Work roll cooling system design optimisation in presence of uncertainty and constrains. CIRP Journal of Manufacturing Science and Technology, 2(4), 290–298. https://doi.org/10.1016/j.cirpj.2010.06.001
LibreCat
| DOI
2010 | Conference Paper | LibreCat-ID: 46410
Wagner, T., & Trautmann, H. (2010). Online convergence detection for evolutionary multi-objective algorithms revisited. IEEE Congress on Evolutionary Computation, 1–8. https://doi.org/10.1109/CEC.2010.5586474
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2009 | Conference Paper | LibreCat-ID: 46414
Wagner, T., Trautmann, H., & Naujoks, B. (2009). OCD: Online Convergence Detection for Evolutionary Multi-Objective Algorithms Based on Statistical Testing. In M. Ehrgott, C. M. Fonseca, X. Gandibleux, J.-K. Hao, & M. Sevaux (Eds.), Evolutionary Multi-Criterion Optimization (pp. 198–215). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-01020-0_19
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2009 | Conference Paper | LibreCat-ID: 46415
Trautmann, H., Mehnen, J., & Naujoks, B. (2009). Pareto-dominance in noisy environments. 2009 IEEE Congress on Evolutionary Computation, 3119–3126. https://doi.org/10.1109/CEC.2009.4983338
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| DOI
2009 | Conference Paper | LibreCat-ID: 46413
Naujoks, B., & Trautmann, H. (2009). Online convergence detection for multiobjective aerodynamic applications. 2009 IEEE Congress on Evolutionary Computation, 332–339. https://doi.org/10.1109/CEC.2009.4982966
LibreCat
| DOI
2009 | Journal Article | LibreCat-ID: 46416
Trautmann, H., & Mehnen, J. (2009). Statistical Methods for Improving Multi-objective Evolutionary Optimisation. International Journal of Computational Intelligence Research, 5(2), 72–78.
LibreCat
2009 | Journal Article | LibreCat-ID: 46417
Trautmann, H., & Mehnen, J. (2009). Preference-based Pareto optimization in certain and noisy environments. Engineering Optimization, 41(1), 23–38. https://doi.org/10.1080/03052150802347926
LibreCat
| DOI
2009 | Journal Article | LibreCat-ID: 46418
Trautmann, H., Wagner, T., Naujoks, B., Preuss, M., & Mehnen, J. (2009). Statistical Methods for Convergence Detection of Multi-Objective Evolutionary Algorithms. Evolutionary Computation, 17(4), 493–509. https://doi.org/10.1162/evco.2009.17.4.17403
LibreCat
| DOI
2008 | Conference Paper | LibreCat-ID: 46419
Mehnen, J., & Trautmann, H. (2008). Robust Multi-objective Optimisation of Weld Bead Geometry for Additive Manufacturing. In R. Teti (Ed.), Proceedings of the 6$^th$ CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (CIRP ICME ’08). Copyright C.O.C. Com. org. Conv.
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