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191 Publications
2013 | Journal Article | LibreCat-ID: 48889
O. Mersmann, B. Bischl, H. Trautmann, M. Wagner, J. Bossek, and F. Neumann, “A Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling Salesperson Problem,” Annals of Mathematics and Artificial Intelligence, vol. 69, no. 2, pp. 151–182, 2013, doi: 10.1007/s10472-013-9341-2.
LibreCat
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2012 | Conference Paper | LibreCat-ID: 46397
D. Brockhoff, T. Wagner, and H. Trautmann, “On the Properties of the R2 Indicator,” in Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, 2012, pp. 465–472, doi: 10.1145/2330163.2330230.
LibreCat
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2012 | Conference Paper | LibreCat-ID: 46396
B. Bischl, O. Mersmann, H. Trautmann, and M. Preuß, “Algorithm Selection Based on Exploratory Landscape Analysis and Cost-Sensitive Learning,” in Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, 2012, pp. 313–320, doi: 10.1145/2330163.2330209.
LibreCat
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2012 | Conference Paper | LibreCat-ID: 46398
O. Mersmann, B. Bischl, J. Bossek, H. Trautmann, M. Wagner, and F. Neumann, “Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness,” in Learning and Intelligent Optimization, 2012, pp. 115–129, doi: https://doi.org/10.1007/978-3-642-34413-8_9.
LibreCat
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2012 | Journal Article | LibreCat-ID: 46399
B. Bischl, O. Mersmann, H. Trautmann, and C. Weihs, “Resampling Methods in Model Validation,” Evolutionary Computation Journal, vol. 20, no. 2, pp. 249–275, 2012, doi: 10.1162/EVCO_a_00069.
LibreCat
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2012 | Journal Article | LibreCat-ID: 46400
G. Rudolph, H. Trautmann, and O. Schütze, “Homogene Approximation der Paretofront bei mehrkriteriellen Kontrollproblemen,” at-Automatisierungstechnik, vol. 60, pp. 610–621, 2012, doi: 10.1524/auto.2012.1033.
LibreCat
| DOI
2012 | Conference Paper | LibreCat-ID: 48890
O. Mersmann, B. Bischl, J. Bossek, H. Trautmann, M. Wagner, and F. Neumann, “Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness,” in Revised Selected Papers of the 6th International Conference on Learning and Intelligent Optimization - Volume 7219, 2012, pp. 115–129.
LibreCat
2012 | Book Chapter | LibreCat-ID: 48888
O. Mersmann, B. Bischl, J. Bossek, H. Trautmann, M. Wagner, and F. Neumann, “Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness,” in Learning and Intelligent Optimization, vol. 7219, Berlin, Heidelberg: Springer Berlin Heidelberg, 2012, pp. 115–129.
LibreCat
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2011 | Conference Paper | LibreCat-ID: 46401
O. Mersmann, B. Bischl, H. Trautmann, M. Preuss, C. Weihs, and G. Rudolph, “Exploratory Landscape Analysis,” in Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation, 2011, pp. 829–836, doi: 10.1145/2001576.2001690.
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2011 | Conference Paper | LibreCat-ID: 46402
T. Wagner, H. Trautmann, and L. Martí, “A Taxonomy of Online Stopping Criteria for Multi-Objective Evolutionary Algorithms,” in Evolutionary Multi-Criterion Optimization, 2011, pp. 16–30, doi: https://doi.org/10.1007/978-3-642-19893-9_2.
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2011 | Journal Article | LibreCat-ID: 46403
B. Naujoks, H. 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, vol. 225, no. 10, pp. 1081–1096, 2011, doi: 10.1177/0954410011414120.
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2010 | Conference Paper | LibreCat-ID: 46408
S. Mostaghim, H. Trautmann, and O. Mersmann, “Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities,” in Parallel Problem Solving from Nature, PPSN XI, 2010, pp. 101–110, doi: https://doi.org/10.1007/978-3-642-15871-1_11.
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2010 | Conference Paper | LibreCat-ID: 46405
O. Mersmann, M. Preuss, and H. Trautmann, “Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis,” in Proceedings of the 11th International Conference on Parallel Problem Solving from Nature: Part I, 2010, pp. 73–82.
LibreCat
2010 | Conference Paper | LibreCat-ID: 46406
O. Mersmann, H. 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, 2010, vol. 6073, pp. 333–337.
LibreCat
2010 | Conference Paper | LibreCat-ID: 46407
O. Mersmann, H. Trautmann, B. Naujoks, and C. Weihs, “Benchmarking evolutionary multiobjective optimization algorithms,” in IEEE Congress on Evolutionary Computation, 2010, pp. 1–8, doi: 10.1109/CEC.2010.5586241.
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2010 | Conference Paper | LibreCat-ID: 46404
J. Ding, S. Wessing, H. 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), 2010.
LibreCat
2010 | Conference Paper | LibreCat-ID: 46409
T. Voß, H. Trautmann, and C. Igel, “New Uncertainty Handling Strategies in Multi-objective Evolutionary Optimization,” in Parallel Problem Solving from Nature, PPSN XI, 2010, pp. 260–269, doi: https://doi.org/10.1007/978-3-642-15871-1_27.
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2010 | Journal Article | LibreCat-ID: 46412
T. Wagner and H. Trautmann, “Integration of Preferences in Hypervolume-Based Multiobjective Evolutionary Algorithms by Means of Desirability Functions,” IEEE Transactions on Evolutionary Computation, vol. 14, no. 5, pp. 688–701, 2010, doi: 10.1109/TEVC.2010.2058119.
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2010 | Journal Article | LibreCat-ID: 46411
Y. T. Azene, R. Roy, D. Farrugia, C. Onisa, J. Mehnen, and H. Trautmann, “Work roll cooling system design optimisation in presence of uncertainty and constrains,” CIRP Journal of Manufacturing Science and Technology, vol. 2, no. 4, pp. 290–298, 2010, doi: https://doi.org/10.1016/j.cirpj.2010.06.001.
LibreCat
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2010 | Conference Paper | LibreCat-ID: 46410
T. Wagner and H. Trautmann, “Online convergence detection for evolutionary multi-objective algorithms revisited,” in IEEE Congress on Evolutionary Computation, 2010, pp. 1–8, doi: 10.1109/CEC.2010.5586474.
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