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191 Publications
2013 | Journal Article | LibreCat-ID: 48889
Mersmann O, Bischl B, Trautmann H, Wagner M, Bossek J, Neumann F. A Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling Salesperson Problem. Annals of Mathematics and Artificial Intelligence. 2013;69(2):151–182. doi:10.1007/s10472-013-9341-2
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2012 | Conference Paper | LibreCat-ID: 46397
Brockhoff D, Wagner T, Trautmann H. On the Properties of the R2 Indicator. In: Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation. GECCO ’12. Association for Computing Machinery; 2012:465–472. doi:10.1145/2330163.2330230
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2012 | Conference Paper | LibreCat-ID: 46396
Bischl B, Mersmann O, Trautmann H, Preuß M. Algorithm Selection Based on Exploratory Landscape Analysis and Cost-Sensitive Learning. In: Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation. GECCO ’12. Association for Computing Machinery; 2012:313–320. doi:10.1145/2330163.2330209
LibreCat
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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
LibreCat
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2012 | Journal Article | LibreCat-ID: 46399
Bischl B, Mersmann O, Trautmann H, Weihs C. Resampling Methods in Model Validation. Evolutionary Computation Journal. 2012;20(2):249–275. doi:10.1162/EVCO_a_00069
LibreCat
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2012 | Journal Article | LibreCat-ID: 46400
Rudolph G, Trautmann H, Schütze O. Homogene Approximation der Paretofront bei mehrkriteriellen Kontrollproblemen. at-Automatisierungstechnik. 2012;60:610–621. doi:10.1524/auto.2012.1033
LibreCat
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2012 | Conference Paper | LibreCat-ID: 48890
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: Revised Selected Papers of the 6th International Conference on Learning and Intelligent Optimization - Volume 7219. LION 6. Springer-Verlag; 2012:115–129.
LibreCat
2012 | Book Chapter | LibreCat-ID: 48888
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: Learning and Intelligent Optimization. Vol 7219. Springer Berlin Heidelberg; 2012:115–129. doi:10.1007/978-3-642-34413-8_9
LibreCat
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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
LibreCat
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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.
LibreCat
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.
LibreCat
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
LibreCat
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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
LibreCat
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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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