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