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204 Publications
2014 | Conference Paper | LibreCat-ID: 46383
Rudolph, G., Grimme, C., Schütze, O., & Trautmann, H. (2014). An Aspiration Set EMOA Based on Averaged Hausdorff Distances. Proceedings of the Learning and Intelligent OptimizatioN Conference (LION 8), 8426, 153–156.
LibreCat
2014 | Conference Paper | LibreCat-ID: 46384
Wessing, S., Preuss, M., & Trautmann, H. (2014). Stopping Criteria for Multimodal Optimization. In T. Bartz-Beielstein, J. Branke, B. Filipic, & J. Smith (Eds.), Proceedings of the Parallel Problem Solving from Nature — PPSN XIII (Vol. 8672, pp. 141–150). Springer. https://doi.org/10.1007/978-3-319-10762-2_14
LibreCat
| DOI
2013 | Book Chapter | LibreCat-ID: 46385
Sosa, H. V., Schütze, O., Rudolph, G., & Trautmann, H. (2013). The Directed Search Method for Pareto Front Approximations with Maximum Dominated Hypervolume. In M. Emmerich, A. Deutz, O. Schuetze, T. Bäck, A. Tantar, P. Moral, P. Legrand, P. Bouvry, & C. Coello (Eds.), EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV (Vol. 227, pp. 189–205). Springer International Publishing. https://doi.org/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. (2013). Finding Evenly Spaced Pareto Fronts for Three-Objective Optimization Problems. In O. Schütze, C. C. Coello, A. Tantar, E. Tantar, P. Bouvry, M. P. Del, & P. Legrand (Eds.), EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II (Vol. 175, pp. 89–105). Springer Berlin Heidelberg. https://doi.org/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. (2013). A Feature-Based Comparison of Local Search and the Christofides Algorithm for the Travelling Salesperson Problem. Proceedings of the Twelfth Workshop on Foundations of Genetic Algorithms XII, 147–160. https://doi.org/10.1145/2460239.2460253
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| DOI
2013 | Conference Paper | LibreCat-ID: 46390
Rudolph, G., Trautmann, H., Sengupta, S., & Schütze, O. (2013). Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation. In R. Purshouse, P. Fleming, C. Fonseca, S. Greco, & J. Shaw (Eds.), Evolutionary Multi-Criterion Optimization — 7$^th$ International Conference, EMO 2013, Sheffield, UK, Proceedings (Vol. 7811, pp. 443–458). Springer. 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. (2013). Directed Search Method for Indicator-based Multi-objective Evolutionary Algorithms. Proceeding of the Fifteenth Annual Conference Companion on Genetic and Evolutionary Computation Conference Companion, 1699–1702. https://doi.org/10.1145/2464576.2482756
LibreCat
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2013 | Conference Paper | LibreCat-ID: 46387
Dominguez-Medina, C., Rudolph, G., Schütze, O., & Trautmann, H. (2013). Evenly spaced Pareto fronts of quad-objective problems using PSA partitioning technique. Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC), 3190–3197. 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. (2013). Reactive strategy choice in StarCraft by means of Fuzzy Control. 2013 IEEE Conference on Computational Inteligence in Games (CIG), 1–8. https://doi.org/10.1109/CIG.2013.6633627
LibreCat
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2013 | Journal Article | LibreCat-ID: 46395
Trautmann, H., Wagner, T., Biermann, D., & Weihs, C. (2013). Indicator-based Selection in Evolutionary Multiobjective Optimization Algorithms Based On the Desirability Index. Journal of Multi-Criteria Decision Analysis, 20(5–6), 319–337. https://doi.org/10.1002/mcda.1503
LibreCat
| DOI
2013 | Conference Paper | LibreCat-ID: 46393
Wagner, T., Trautmann, H., & Brockhoff, D. (2013). Preference Articulation by Means of the R2 Indicator. In R. C. Purshouse, P. J. Fleming, C. M. Fonseca, S. Greco, & J. Shaw (Eds.), Evolutionary Multi-Criterion Optimization (pp. 81–95). Springer Berlin Heidelberg.
LibreCat
2013 | Conference Paper | LibreCat-ID: 46392
Trautmann, H., Wagner, T., & Brockhoff, D. (2013). R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection. In G. Nicosia & P. Pardalos (Eds.), Learning and Intelligent Optimization (pp. 70–74). Springer Berlin Heidelberg.
LibreCat
2013 | Journal Article | LibreCat-ID: 48889
Mersmann, O., Bischl, B., Trautmann, H., Wagner, M., Bossek, J., & Neumann, F. (2013). A Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling Salesperson Problem. Annals of Mathematics and Artificial Intelligence, 69(2), 151–182. https://doi.org/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. (2013). A Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling Salesman Problem. Annals of Mathematics and Artificial Intelligence, 69, 151–182.
LibreCat
2012 | Conference Paper | LibreCat-ID: 46397
Brockhoff, D., Wagner, T., & Trautmann, H. (2012). On the Properties of the R2 Indicator. Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, 465–472. https://doi.org/10.1145/2330163.2330230
LibreCat
| DOI
2012 | Conference Paper | LibreCat-ID: 46396
Bischl, B., Mersmann, O., Trautmann, H., & Preuß, M. (2012). Algorithm Selection Based on Exploratory Landscape Analysis and Cost-Sensitive Learning. Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, 313–320. https://doi.org/10.1145/2330163.2330209
LibreCat
| DOI
2012 | Journal Article | LibreCat-ID: 46399
Bischl, B., Mersmann, O., Trautmann, H., & Weihs, C. (2012). Resampling Methods in Model Validation. Evolutionary Computation Journal, 20(2), 249–275. https://doi.org/10.1162/EVCO_a_00069
LibreCat
| DOI
2012 | Journal Article | LibreCat-ID: 46400
Rudolph, G., Trautmann, H., & Schütze, O. (2012). Homogene Approximation der Paretofront bei mehrkriteriellen Kontrollproblemen. At-Automatisierungstechnik, 60, 610–621. https://doi.org/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. (2012). Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness. Revised Selected Papers of the 6th International Conference on Learning and Intelligent Optimization - Volume 7219, 115–129.
LibreCat
2012 | Book Chapter | LibreCat-ID: 48888
Mersmann, O., Bischl, B., Bossek, J., Trautmann, H., Wagner, M., & Neumann, F. (2012). Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness. In Learning and Intelligent Optimization (Vol. 7219, pp. 115–129). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-34413-8_9
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