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143 Publications
2014 | Book Chapter | LibreCat-ID: 46381
Kerschke, Pascal, Mike Preuss, Carlos Hernández, Oliver Schütze, Jian-Qiao Sun, Christian Grimme, Günter Rudolph, Bernd Bischl, and Heike Trautmann. “Cell Mapping Techniques for Exploratory Landscape Analysis.” In EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V, edited by Alexandru-Adrian Tantar, Emilia Tantar, Jian-Qiao Sun, Wei Zhang, Qian Ding, Oliver Schütze, Michael T M Emmerich, Pierrick Legrand, Moral Pierre Del, and Coello Carlos A Coello, 288:115–131. Advances in Intelligent Systems and Computing. Cham: Springer International Publishing, 2014. https://doi.org/10.1007/978-3-319-07494-8_9.
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2014 | Book Chapter | LibreCat-ID: 46382
Rudolph, G, O Schütze, C Grimme, and Heike Trautmann. “A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets.” In EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V, edited by A Tantar, E Tantar, J Sun, W Zhang, Q Ding, O Schütze, M Emmerich, P Legrand, Moral P Del, and Coello CA Coello, 288:261–273. Advances in Intelligent Systems and Computing. Springer International Publishing, 2014. https://doi.org/10.1007/978-3-319-07494-8_18.
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2014 | Conference Paper | LibreCat-ID: 46383
Rudolph, Günter, Christian Grimme, Oliver Schütze, and Heike Trautmann. “An Aspiration Set EMOA Based on Averaged Hausdorff Distances.” In Proceedings of the Learning and Intelligent OptimizatioN Conference (LION 8), 8426:153–156. Lecture Notes in Computer Science. Gainesville, Florida, USA: Springer, 2014.
LibreCat
2014 | Conference Paper | LibreCat-ID: 46384
Wessing, S, M Preuss, and Heike Trautmann. “Stopping Criteria for Multimodal Optimization.” In Proceedings of the Parallel Problem Solving from Nature — PPSN XIII, edited by T Bartz-Beielstein, J Branke, B Filipic, and J Smith, 8672:141–150. Lecture Notes in Computer Science. Ljubljana, Slovenia: Springer, 2014. https://doi.org/10.1007/978-3-319-10762-2_14.
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2013 | Book Chapter | LibreCat-ID: 46385
Sosa, Hernández V, O Schütze, G Rudolph, and Heike Trautmann. “The Directed Search Method for Pareto Front Approximations with Maximum Dominated Hypervolume.” In EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV, edited by M Emmerich, A Deutz, O Schuetze, T Bäck, A Tantar, PD Moral, P Legrand, P Bouvry, and CA Coello, 227:189–205. Advances in Intelligent Systems and Computing. Springer International Publishing, 2013. https://doi.org/10.1007/978-3-319-01128-8_13.
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2013 | Book Chapter | LibreCat-ID: 46386
Trautmann, Heike, G Rudolph, C Dominguez-Medina, and O Schütze. “Finding Evenly Spaced Pareto Fronts for Three-Objective Optimization Problems.” In EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II, edited by O Schütze, Coello CA Coello, A Tantar, E Tantar, P Bouvry, Moral P Del, and P Legrand, 175:89–105. Advances in Intelligent Systems and Computing. Springer Berlin Heidelberg, 2013. https://doi.org/10.1007/978-3-642-31519-0_6.
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2013 | Conference Paper | LibreCat-ID: 46388
Nallaperuma, Samadhi, Markus Wagner, Frank Neumann, Bernd Bischl, Olaf Mersmann, and Heike Trautmann. “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, 147–160. FOGA XII ’13. New York, NY, USA: Association for Computing Machinery, 2013. https://doi.org/10.1145/2460239.2460253.
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2013 | Conference Paper | LibreCat-ID: 46390
Rudolph, G, Heike Trautmann, S Sengupta, and O Schütze. “Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation.” In Evolutionary Multi-Criterion Optimization — 7$^th$ International Conference, EMO 2013, Sheffield, UK, Proceedings, edited by RC Purshouse, PJ Fleming, CM Fonseca, S Greco, and J Shaw, 7811:443–458. Lecture Notes in Computer Science. Springer, 2013. https://doi.org/10.1007/978-3-642-37140-0_34.
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2013 | Conference Paper | LibreCat-ID: 46391
Sosa-Hernandez, VA, O Schütze, G Rudoph, and Heike Trautmann. “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, 1699–1702. GECCO ’13 Companion. New York, NY, USA: ACM, 2013. https://doi.org/10.1145/2464576.2482756.
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2013 | Conference Paper | LibreCat-ID: 46387
Dominguez-Medina, C, G Rudolph, O Schütze, and Heike Trautmann. “Evenly Spaced Pareto Fronts of Quad-Objective Problems Using PSA Partitioning Technique.” In Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC), 3190–3197. Cancun, Mexico, 2013. https://doi.org/10.1109/CEC.2013.6557960.
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2013 | Conference Paper | LibreCat-ID: 46389
Preuss, Mike, Daniel Kozakowski, Johan Hagelbäck, and Heike Trautmann. “Reactive Strategy Choice in StarCraft by Means of Fuzzy Control.” In 2013 IEEE Conference on Computational Inteligence in Games (CIG), 1–8, 2013. https://doi.org/10.1109/CIG.2013.6633627.
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2013 | Journal Article | LibreCat-ID: 46395
Trautmann, Heike, T Wagner, D Biermann, and C Weihs. “Indicator-Based Selection in Evolutionary Multiobjective Optimization Algorithms Based On the Desirability Index.” Journal of Multi-Criteria Decision Analysis 20, no. 5–6 (2013): 319–337. https://doi.org/10.1002/mcda.1503.
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2013 | Conference Paper | LibreCat-ID: 46393
Wagner, Tobias, Heike Trautmann, and Dimo Brockhoff. “Preference Articulation by Means of the R2 Indicator.” In Evolutionary Multi-Criterion Optimization, edited by Robin C. Purshouse, Peter J. Fleming, Carlos M. Fonseca, Salvatore Greco, and Jane Shaw, 81–95. Berlin, Heidelberg: Springer Berlin Heidelberg, 2013.
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2013 | Conference Paper | LibreCat-ID: 46392
Trautmann, Heike, Tobias Wagner, and Dimo Brockhoff. “R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection.” In Learning and Intelligent Optimization, edited by Giuseppe Nicosia and Panos Pardalos, 70–74. Berlin, Heidelberg: Springer Berlin Heidelberg, 2013.
LibreCat
2013 | Journal Article | LibreCat-ID: 46394
Mersmann, O, B Bischl, Heike Trautmann, M Wagner, Jakob Bossek, and F Neumann. “A Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling Salesman Problem.” Annals of Mathematics and Artificial Intelligence 69 (2013): 151–182.
LibreCat
2012 | Conference Paper | LibreCat-ID: 46397
Brockhoff, Dimo, Tobias Wagner, and Heike Trautmann. “On the Properties of the R2 Indicator.” In Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, 465–472. GECCO ’12. New York, NY, USA: Association for Computing Machinery, 2012. https://doi.org/10.1145/2330163.2330230.
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2012 | Conference Paper | LibreCat-ID: 46396
Bischl, Bernd, Olaf Mersmann, Heike Trautmann, and Mike Preuß. “Algorithm Selection Based on Exploratory Landscape Analysis and Cost-Sensitive Learning.” In Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, 313–320. GECCO ’12. New York, NY, USA: Association for Computing Machinery, 2012. https://doi.org/10.1145/2330163.2330209.
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2012 | Journal Article | LibreCat-ID: 46399
Bischl, B, O Mersmann, Heike Trautmann, and C Weihs. “Resampling Methods in Model Validation.” Evolutionary Computation Journal 20, no. 2 (2012): 249–275. https://doi.org/10.1162/EVCO_a_00069.
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2012 | Journal Article | LibreCat-ID: 46400
Rudolph, G, Heike Trautmann, and O Schütze. “Homogene Approximation Der Paretofront Bei Mehrkriteriellen Kontrollproblemen.” At-Automatisierungstechnik 60 (2012): 610–621. https://doi.org/10.1524/auto.2012.1033.
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2012 | Conference Paper | LibreCat-ID: 46398
Mersmann, Olaf, Bernd Bischl, Jakob Bossek, Heike Trautmann, Markus Wagner, and Frank Neumann. “Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness.” In Learning and Intelligent Optimization, edited by Youssef Hamadi and Marc Schoenauer, 115–129. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012. https://doi.org/10.1007/978-3-642-34413-8_9.
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