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145 Publications
2016 | Conference Paper | LibreCat-ID: 46364
Blot, A., et al. “MO-ParamILS: A Multi-Objective Automatic Algorithm Configuration Framework.” LION 2016: Learning and Intelligent Optimization, edited by Vanschooren et al. Joaquin, vol. 10079, Springer International Publishing, 2016, pp. 32–47, doi:10.1007/978-3-319-50349-3_3.
LibreCat
| DOI
2016 | Book Chapter | LibreCat-ID: 46363
Rudolph, G., et al. “On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front.” Applications of Evolutionary Computation: 19$^th$ European Conference, EvoApplications 2016, Porto, Portugal, March 30 — April 1, 2016, Proceedings, Part II, edited by G Squillero and P Burelli, Springer International Publishing, 2016, pp. 42–55, doi:10.1007/978-3-319-31153-1_4.
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46369
Kerschke, Pascal, et al. “Towards Analyzing Multimodality of Multiobjective Landscapes.” Proceedings of the 14$^th$ International Conference on Parallel Problem Solving from Nature (PPSN XIV), Springer, 2016, pp. 962–972, doi:10.1007/978-3-319-45823-6_90.
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46367
Kerschke, Pascal, et al. “Low-Budget Exploratory Landscape Analysis on Multiple Peaks Models.” Proceedings of the 18$^th$ Annual Conference on Genetic and Evolutionary Computation, 2016, pp. 229–236, doi:10.1145/2908812.2908845.
LibreCat
| DOI
2016 | Journal Article | LibreCat-ID: 46371
Rudolph, G., et al. “Optimal Averaged Hausdorff Archives for Bi-Objective Problems: Theoretical and Numerical Results.” Computational Optimization and Applications (Comput. Optim. Appl.), vol. 64, no. 2, 2016, pp. 589–618, doi:10.1007/s10589-015-9815-8.
LibreCat
| DOI
2016 | Journal Article | LibreCat-ID: 46372
Schütze, O., et al. “The Hypervolume Based Directed Search Method for Multi-Objective Optimization Problems.” Journal of Heuristics, vol. 22, no. 3, 2016, pp. 273–300, doi:10.1007/s10732-016-9310-0.
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46368
Kerschke, Pascal, and Heike Trautmann. “The R-Package FLACCO for Exploratory Landscape Analysis with Applications to Multi-Objective Optimization Problems.” Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2016, doi:10.1109/CEC.2016.7748359.
LibreCat
| DOI
2016 | Journal Article | LibreCat-ID: 46370
Neumann, F., and Heike Trautmann. “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, vol. 5, no. 5, 2016, pp. 78–79, doi:10.4230/DagRep.5.5.57.
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46365
Bossek, Jakob, and Heike Trautmann. “Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers.” Learning and Intelligent Optimization, edited by P Festa et al., vol. 10079, Springer International Publishing, 2016, pp. 48–59, doi:10.1007/978-3-319-50349-3_4.
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46366
Bossek, Jakob, and Heike Trautmann. “Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP Solvers with Maximum Performance Difference.” AI*IA 2016 Advances in Artificial Intelligence, edited by G Adorni et al., vol. 10037, Springer, 2016, pp. 3–12, doi:10.1007/978-3-319-49130-1_1.
LibreCat
| DOI
2015 | Conference Paper | LibreCat-ID: 46373
Chinnov, Andrey, et al. “An Overview of Topic Discovery in Twitter Communication through Social Media Analytics.” Proceedings of the 20$^th$ Americas Conference on Information Systems (AMCIS ’15), 2015, pp. 1–10.
LibreCat
2015 | Conference Paper | LibreCat-ID: 46375
Kerschke, Pascal, et al. “Detecting Funnel Structures by Means of Exploratory Landscape Analysis.” Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’15), edited by Sara Silva, ACM, 2015, pp. 265–272, doi:10.1145/2739480.2754642.
LibreCat
| DOI
2015 | Conference Paper | LibreCat-ID: 46376
Kotthoff, Lars, et al. “Improving the State of the Art in Inexact TSP Solving Using Per-Instance Algorithm Selection.” Learning and Intelligent Optimization, edited by Clarisse Dhaenens et al., Springer International Publishing, 2015, pp. 202–217.
LibreCat
2015 | Journal Article | LibreCat-ID: 46379
Brockhoff, D., et al. “R2 Indicator Based Multiobjective Search.” Evolutionary Computation Journal, vol. 23, no. 3, 2015, pp. 369–395, doi:10.1162/EVCO_a_00135.
LibreCat
| DOI
2015 | Conference Paper | LibreCat-ID: 46374
Grimme, C., et al. “Multi-Objective Analysis of Approaches to Dynamic Routing Of a Vehicle.” Proceedings of the European Conference On Information Systems, 2015.
LibreCat
2015 | Journal Article | LibreCat-ID: 46380
Mersmann, O., et al. “Analyzing the BBOB Results by Means of Benchmarking Concepts.” Evolutionary Computation Journal, vol. 23, no. 1, 2015, pp. 161–185.
LibreCat
2015 | Conference Paper | LibreCat-ID: 46377
Meisel, Stephan, et al. “Evaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle.” Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’15), 2015, pp. 425–432, doi:10.1145/2739480.2754705.
LibreCat
| DOI
2014 | Book Chapter | LibreCat-ID: 46381
Kerschke, Pascal, et al. “Cell Mapping Techniques for Exploratory Landscape Analysis.” EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V, edited by Alexandru-Adrian Tantar et al., vol. 288, Springer International Publishing, 2014, pp. 115–131, doi:10.1007/978-3-319-07494-8_9.
LibreCat
| DOI
2014 | Book Chapter | LibreCat-ID: 46382
Rudolph, G., et al. “A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets.” EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V, edited by A Tantar et al., vol. 288, Springer International Publishing, 2014, pp. 261–273, doi:10.1007/978-3-319-07494-8_18.
LibreCat
| DOI
2014 | Conference Paper | LibreCat-ID: 46383
Rudolph, Günter, et al. “An Aspiration Set EMOA Based on Averaged Hausdorff Distances.” Proceedings of the Learning and Intelligent OptimizatioN Conference (LION 8), vol. 8426, Springer, 2014, pp. 153–156.
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