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196 Publications
2010 | Conference Paper | LibreCat-ID: 46404
Sequential Parameter Optimisation for Multi-Objective Evolutionary Optimisation of Additive Layer Manufacturing
J. Ding, S. Wessing, H. Trautmann, J. Mehnen, B. Naujoks, 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., Capri, Italy, 2010.
LibreCat
J. Ding, S. Wessing, H. Trautmann, J. Mehnen, B. Naujoks, 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., Capri, Italy, 2010.
2010 | Conference Paper | LibreCat-ID: 46409
New Uncertainty Handling Strategies in Multi-objective Evolutionary Optimization
T. Voß, H. Trautmann, C. Igel, in: R. Schaefer, C. Cotta, J. Kołodziej, G. Rudolph (Eds.), Parallel Problem Solving from Nature, PPSN XI, Springer Berlin Heidelberg, Berlin, Heidelberg, 2010, pp. 260–269.
LibreCat
| DOI
T. Voß, H. Trautmann, C. Igel, in: R. Schaefer, C. Cotta, J. Kołodziej, G. Rudolph (Eds.), Parallel Problem Solving from Nature, PPSN XI, Springer Berlin Heidelberg, Berlin, Heidelberg, 2010, pp. 260–269.
2010 | Journal Article | LibreCat-ID: 46412
Integration of Preferences in Hypervolume-Based Multiobjective Evolutionary Algorithms by Means of Desirability Functions
T. Wagner, H. Trautmann, IEEE Transactions on Evolutionary Computation 14 (2010) 688–701.
LibreCat
| DOI
T. Wagner, H. Trautmann, IEEE Transactions on Evolutionary Computation 14 (2010) 688–701.
2010 | Journal Article | LibreCat-ID: 46411
Work roll cooling system design optimisation in presence of uncertainty and constrains
Y.T. Azene, R. Roy, D. Farrugia, C. Onisa, J. Mehnen, H. Trautmann, CIRP Journal of Manufacturing Science and Technology 2 (2010) 290–298.
LibreCat
| DOI
Y.T. Azene, R. Roy, D. Farrugia, C. Onisa, J. Mehnen, H. Trautmann, CIRP Journal of Manufacturing Science and Technology 2 (2010) 290–298.
2010 | Conference Paper | LibreCat-ID: 46410
Online convergence detection for evolutionary multi-objective algorithms revisited
T. Wagner, H. Trautmann, in: IEEE Congress on Evolutionary Computation, 2010, pp. 1–8.
LibreCat
| DOI
T. Wagner, H. Trautmann, in: IEEE Congress on Evolutionary Computation, 2010, pp. 1–8.
2009 | Conference Paper | LibreCat-ID: 46414
OCD: Online Convergence Detection for Evolutionary Multi-Objective Algorithms Based on Statistical Testing
T. Wagner, H. Trautmann, B. Naujoks, in: M. Ehrgott, C.M. Fonseca, X. Gandibleux, J.-K. Hao, M. Sevaux (Eds.), Evolutionary Multi-Criterion Optimization, Springer Berlin Heidelberg, Berlin, Heidelberg, 2009, pp. 198–215.
LibreCat
| DOI
T. Wagner, H. Trautmann, B. Naujoks, in: M. Ehrgott, C.M. Fonseca, X. Gandibleux, J.-K. Hao, M. Sevaux (Eds.), Evolutionary Multi-Criterion Optimization, Springer Berlin Heidelberg, Berlin, Heidelberg, 2009, pp. 198–215.
2009 | Conference Paper | LibreCat-ID: 46415
Pareto-dominance in noisy environments
H. Trautmann, J. Mehnen, B. Naujoks, in: 2009 IEEE Congress on Evolutionary Computation, 2009, pp. 3119–3126.
LibreCat
| DOI
H. Trautmann, J. Mehnen, B. Naujoks, in: 2009 IEEE Congress on Evolutionary Computation, 2009, pp. 3119–3126.
2009 | Conference Paper | LibreCat-ID: 46413
Online convergence detection for multiobjective aerodynamic applications
B. Naujoks, H. Trautmann, in: 2009 IEEE Congress on Evolutionary Computation, 2009, pp. 332–339.
LibreCat
| DOI
B. Naujoks, H. Trautmann, in: 2009 IEEE Congress on Evolutionary Computation, 2009, pp. 332–339.
2009 | Journal Article | LibreCat-ID: 46416
Statistical Methods for Improving Multi-objective Evolutionary Optimisation
H. Trautmann, J. Mehnen, International Journal of Computational Intelligence Research 5 (2009) 72–78.
LibreCat
H. Trautmann, J. Mehnen, International Journal of Computational Intelligence Research 5 (2009) 72–78.
2009 | Journal Article | LibreCat-ID: 46417
Preference-based Pareto optimization in certain and noisy environments
H. Trautmann, J. Mehnen, Engineering Optimization 41 (2009) 23–38.
LibreCat
| DOI
H. Trautmann, J. Mehnen, Engineering Optimization 41 (2009) 23–38.
2009 | Journal Article | LibreCat-ID: 46418
Statistical Methods for Convergence Detection of Multi-Objective Evolutionary Algorithms
H. Trautmann, T. Wagner, B. Naujoks, M. Preuss, J. Mehnen, Evolutionary Computation 17 (2009) 493–509.
LibreCat
| DOI
H. Trautmann, T. Wagner, B. Naujoks, M. Preuss, J. Mehnen, Evolutionary Computation 17 (2009) 493–509.
2008 | Conference Paper | LibreCat-ID: 46419
Robust Multi-objective Optimisation of Weld Bead Geometry for Additive Manufacturing
J. Mehnen, H. Trautmann, 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., Naples, Italy, 2008.
LibreCat
J. Mehnen, H. Trautmann, 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., Naples, Italy, 2008.
2008 | Conference Paper | LibreCat-ID: 46420
A Convergence Criterion for Multiobjective Evolutionary Algorithms Based on Systematic Statistical Testing
H. Trautmann, U. Ligges, J. Mehnen, M. Preuss, in: G. Rudolph, T. Jansen, N. Beume, S. Lucas, C. Poloni (Eds.), Parallel Problem Solving from Nature – PPSN X, Springer Berlin Heidelberg, Berlin, Heidelberg, 2008, pp. 825–836.
LibreCat
H. Trautmann, U. Ligges, J. Mehnen, M. Preuss, in: G. Rudolph, T. Jansen, N. Beume, S. Lucas, C. Poloni (Eds.), Parallel Problem Solving from Nature – PPSN X, Springer Berlin Heidelberg, Berlin, Heidelberg, 2008, pp. 825–836.
2007 | Conference Paper | LibreCat-ID: 46421
Introducing user preference using Desirability Functions in Multi-Objective Evolutionary Optimisation of noisy processes
J. Mehnen, H. Trautmann, A. Tiwari, in: 2007 IEEE Congress on Evolutionary Computation, 2007, pp. 2687–2694.
LibreCat
| DOI
J. Mehnen, H. Trautmann, A. Tiwari, in: 2007 IEEE Congress on Evolutionary Computation, 2007, pp. 2687–2694.
2006 | Journal Article | LibreCat-ID: 46423
On the Distribution of the Desirability Index using Harrington’s Desirability Function
H. Trautmann, C. Weihs, Metrika 63 (2006) 207–213.
LibreCat
| DOI
H. Trautmann, C. Weihs, Metrika 63 (2006) 207–213.
2006 | Conference Paper | LibreCat-ID: 46422
Integration of Expert’s Preferences in Pareto Optimization by Desirability Function Techniques
J. Mehnen, H. Trautmann, in: R. Teti (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, Ischia, Italy, 2006, pp. 293–298.
LibreCat
J. Mehnen, H. Trautmann, in: R. Teti (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, Ischia, Italy, 2006, pp. 293–298.