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204 Publications
2014 | Conference Paper | LibreCat-ID: 46383
Rudolph G, Grimme C, Schütze O, Trautmann H. An Aspiration Set EMOA Based on Averaged Hausdorff Distances. In: Proceedings of the Learning and Intelligent OptimizatioN Conference (LION 8). Vol 8426. Lecture Notes in Computer Science. Springer; 2014:153–156.
LibreCat
2014 | Conference Paper | LibreCat-ID: 46384
Wessing S, Preuss M, Trautmann H. Stopping Criteria for Multimodal Optimization. In: Bartz-Beielstein T, Branke J, Filipic B, Smith J, eds. Proceedings of the Parallel Problem Solving from Nature — PPSN XIII. Vol 8672. Lecture Notes in Computer Science. Springer; 2014:141–150. doi:10.1007/978-3-319-10762-2_14
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2013 | Book Chapter | LibreCat-ID: 46385
Sosa HV, Schütze O, Rudolph G, Trautmann H. The Directed Search Method for Pareto Front Approximations with Maximum Dominated Hypervolume. In: Emmerich M, Deutz A, Schuetze O, et al., eds. EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV. Vol 227. Advances in Intelligent Systems and Computing. Springer International Publishing; 2013:189–205. doi:10.1007/978-3-319-01128-8_13
LibreCat
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2013 | Book Chapter | LibreCat-ID: 46386
Trautmann H, Rudolph G, Dominguez-Medina C, Schütze O. Finding Evenly Spaced Pareto Fronts for Three-Objective Optimization Problems. In: Schütze O, Coello CC, Tantar A, et al., eds. EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II. Vol 175. Advances in Intelligent Systems and Computing. Springer Berlin Heidelberg; 2013:89–105. doi:10.1007/978-3-642-31519-0_6
LibreCat
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2013 | Conference Paper | LibreCat-ID: 46388
Nallaperuma S, Wagner M, Neumann F, Bischl B, Mersmann O, Trautmann H. A Feature-Based Comparison of Local Search and the Christofides Algorithm for the Travelling Salesperson Problem. In: Proceedings of the Twelfth Workshop on Foundations of Genetic Algorithms XII. FOGA XII ’13. Association for Computing Machinery; 2013:147–160. doi:10.1145/2460239.2460253
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2013 | Conference Paper | LibreCat-ID: 46390
Rudolph G, Trautmann H, Sengupta S, Schütze O. Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation. In: Purshouse R, Fleming P, Fonseca C, Greco S, Shaw J, eds. Evolutionary Multi-Criterion Optimization — 7$^th$ International Conference, EMO 2013, Sheffield, UK, Proceedings. Vol 7811. Lecture Notes in Computer Science. Springer; 2013:443–458. doi:https://doi.org/10.1007/978-3-642-37140-0_34
LibreCat
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2013 | Conference Paper | LibreCat-ID: 46391
Sosa-Hernandez V, Schütze O, Rudoph G, Trautmann H. Directed Search Method for Indicator-based Multi-objective Evolutionary Algorithms. In: Proceeding of the Fifteenth Annual Conference Companion on Genetic and Evolutionary Computation Conference Companion. GECCO ’13 Companion. ACM; 2013:1699–1702. doi:10.1145/2464576.2482756
LibreCat
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2013 | Conference Paper | LibreCat-ID: 46387
Dominguez-Medina C, Rudolph G, Schütze O, Trautmann H. Evenly spaced Pareto fronts of quad-objective problems using PSA partitioning technique. In: Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC). ; 2013:3190–3197. doi:https://doi.org/10.1109/CEC.2013.6557960
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2013 | Conference Paper | LibreCat-ID: 46389
Preuss M, Kozakowski D, Hagelbäck J, Trautmann H. Reactive strategy choice in StarCraft by means of Fuzzy Control. In: 2013 IEEE Conference on Computational Inteligence in Games (CIG). ; 2013:1-8. doi:10.1109/CIG.2013.6633627
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2013 | Journal Article | LibreCat-ID: 46395
Trautmann H, Wagner T, Biermann D, Weihs C. Indicator-based Selection in Evolutionary Multiobjective Optimization Algorithms Based On the Desirability Index. Journal of Multi-Criteria Decision Analysis. 2013;20(5-6):319–337. doi:https://doi.org/10.1002/mcda.1503
LibreCat
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2013 | Conference Paper | LibreCat-ID: 46393
Wagner T, Trautmann H, Brockhoff D. Preference Articulation by Means of the R2 Indicator. In: Purshouse RC, Fleming PJ, Fonseca CM, Greco S, Shaw J, eds. Evolutionary Multi-Criterion Optimization. Springer Berlin Heidelberg; 2013:81–95.
LibreCat
2013 | Conference Paper | LibreCat-ID: 46392
Trautmann H, Wagner T, Brockhoff D. R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection. In: Nicosia G, Pardalos P, eds. Learning and Intelligent Optimization. Springer Berlin Heidelberg; 2013:70–74.
LibreCat
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
LibreCat
| DOI
2013 | Journal Article | LibreCat-ID: 46394
Mersmann O, Bischl B, Trautmann H, Wagner M, Bossek J, Neumann F. A Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling Salesman Problem. Annals of Mathematics and Artificial Intelligence. 2013;69:151–182.
LibreCat
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
LibreCat
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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 | 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
| DOI
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
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