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145 Publications
2016 | Journal Article | LibreCat-ID: 46372
Schütze O, Sosa HV, Trautmann H, Rudolph G. The Hypervolume based Directed Search Method for Multi-Objective Optimization Problems. Journal of Heuristics. 2016;22(3):273–300. doi:10.1007/s10732-016-9310-0
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2016 | Conference Paper | LibreCat-ID: 46368
Kerschke P, Trautmann H. The R-Package FLACCO for Exploratory Landscape Analysis with Applications to Multi-Objective Optimization Problems. In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC). ; 2016. doi:10.1109/CEC.2016.7748359
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2016 | Journal Article | LibreCat-ID: 46370
Neumann F, Trautmann H. Working Group Report: Bridging the Gap Between Experiments and Theory Using Feature-Based Run-Time Analysis; Theory of Evolutionary Algorithms (Dagstuhl Seminar 15211). Dagstuhl Reports. 2016;5(5):78–79. doi:10.4230/DagRep.5.5.57
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2016 | Conference Paper | LibreCat-ID: 46365
Bossek J, Trautmann H. Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers. In: Festa P, Sellmann M, Vanschoren J, eds. Learning and Intelligent Optimization. Vol 10079. Lecture Notes in Computer Science. Springer International Publishing; 2016:48–59. doi:10.1007/978-3-319-50349-3_4
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2016 | Conference Paper | LibreCat-ID: 46366
Bossek J, Trautmann H. Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP Solvers with Maximum Performance Difference. In: Adorni G, Cagnoni S, Gori M, Maratea M, eds. AI*IA 2016 Advances in Artificial Intelligence. Vol 10037. Lecture Notes in Computer Science. Springer; 2016:3–12. doi:10.1007/978-3-319-49130-1_1
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2015 | Conference Paper | LibreCat-ID: 46373
Chinnov A, Kerschke P, Meske C, Stieglitz S, Trautmann H. An Overview of Topic Discovery in Twitter Communication through Social Media Analytics. In: Proceedings of the 20$^th$ Americas Conference on Information Systems (AMCIS ’15). ; 2015:1–10.
LibreCat
2015 | Conference Paper | LibreCat-ID: 46375
Kerschke P, Preuss M, Wessing S, Trautmann H. Detecting Funnel Structures by Means of Exploratory Landscape Analysis. In: Silva S, ed. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’15). ACM; 2015:265–272. doi:10.1145/2739480.2754642
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2015 | Conference Paper | LibreCat-ID: 46376
Kotthoff L, Kerschke P, Hoos H, Trautmann H. Improving the State of the Art in Inexact TSP Solving Using Per-Instance Algorithm Selection. In: Dhaenens C, Jourdan L, Marmion M-E, eds. Learning and Intelligent Optimization. Springer International Publishing; 2015:202–217.
LibreCat
2015 | Journal Article | LibreCat-ID: 46379
Brockhoff D, Wagner T, Trautmann H. R2 Indicator Based Multiobjective Search. Evolutionary Computation Journal. 2015;23(3):369–395. doi:10.1162/EVCO_a_00135
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2015 | Conference Paper | LibreCat-ID: 46374
Grimme C, Meisel S, Trautmann H, Rudolph G, Wölck M. Multi-Objective Analysis of Approaches to Dynamic Routing Of a Vehicle. In: Proceedings of the European Conference On Information Systems. ; 2015.
LibreCat
2015 | Journal Article | LibreCat-ID: 46380
Mersmann O, Preuss M, Trautmann H, Bischl B, Weihs C. Analyzing the BBOB Results by Means of Benchmarking Concepts. Evolutionary Computation Journal. 2015;23(1):161–185.
LibreCat
2015 | Conference Paper | LibreCat-ID: 46377
Meisel S, Grimme C, Bossek J, Wölck M, Rudolph G, Trautmann H. Evaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’15). ; 2015:425–432. doi:10.1145/2739480.2754705
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2014 | Book Chapter | LibreCat-ID: 46381
Kerschke P, Preuss M, Hernández C, et al. Cell Mapping Techniques for Exploratory Landscape Analysis. In: Tantar A-A, Tantar E, Sun J-Q, et al., eds. EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V. Vol 288. Advances in Intelligent Systems and Computing. Springer International Publishing; 2014:115–131. doi:10.1007/978-3-319-07494-8_9
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2014 | Book Chapter | LibreCat-ID: 46382
Rudolph G, Schütze O, Grimme C, Trautmann H. A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets. In: Tantar A, Tantar E, Sun J, et al., eds. EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V. Vol 288. Advances in Intelligent Systems and Computing. Springer International Publishing; 2014:261–273. doi:10.1007/978-3-319-07494-8_18
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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
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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
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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
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