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145 Publications
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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| DOI
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.
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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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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.
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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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| DOI
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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| DOI
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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2008 | Conference Paper | LibreCat-ID: 46420
Trautmann H, Ligges U, Mehnen J, Preuss M. A Convergence Criterion for Multiobjective Evolutionary Algorithms Based on Systematic Statistical Testing. In: Rudolph G, Jansen T, Beume N, Lucas S, Poloni C, eds. Parallel Problem Solving from Nature – PPSN X. Springer Berlin Heidelberg; 2008:825–836.
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2007 | Conference Paper | LibreCat-ID: 46421
Mehnen J, Trautmann H, Tiwari A. Introducing user preference using Desirability Functions in Multi-Objective Evolutionary Optimisation of noisy processes. In: 2007 IEEE Congress on Evolutionary Computation. ; 2007:2687-2694. doi:10.1109/CEC.2007.4424810
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| DOI
2006 | Journal Article | LibreCat-ID: 46423
Trautmann H, Weihs C. On the Distribution of the Desirability Index using Harrington’s Desirability Function. Metrika. 2006;63(2):207–213. doi:10.1007/s00184-005-0012-0
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| DOI
2006 | Conference Paper | LibreCat-ID: 46422
Mehnen J, Trautmann H. Integration of Expert’s Preferences in Pareto Optimization by Desirability Function Techniques. In: Teti R, ed. CIRP ICME ’06) — Proceedings of the 5$^th$ CIRP International Seminar on Intelligent Computation in Manufacturing Engineering. C.O.C. Com. org. Conv. CIRP ICME ’06; 2006:293–298.
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