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135 Publications
2016 | Journal Article | LibreCat-ID: 46372
The Hypervolume based Directed Search Method for Multi-Objective Optimization Problems
O. Schütze, H.V. Sosa, H. Trautmann, G. Rudolph, Journal of Heuristics 22 (2016) 273–300.
LibreCat
| DOI
O. Schütze, H.V. Sosa, H. Trautmann, G. Rudolph, Journal of Heuristics 22 (2016) 273–300.
2016 | Conference Paper | LibreCat-ID: 46368
The R-Package FLACCO for Exploratory Landscape Analysis with Applications to Multi-Objective Optimization Problems
P. Kerschke, H. Trautmann, in: Proceedings of the IEEE Congress on Evolutionary Computation (CEC), Vancouver, BC, Kanada, 2016.
LibreCat
| DOI
P. Kerschke, H. Trautmann, in: Proceedings of the IEEE Congress on Evolutionary Computation (CEC), Vancouver, BC, Kanada, 2016.
2016 | Journal Article | LibreCat-ID: 46370
Working Group Report: Bridging the Gap Between Experiments and Theory Using Feature-Based Run-Time Analysis; Theory of Evolutionary Algorithms (Dagstuhl Seminar 15211)
F. Neumann, H. Trautmann, Dagstuhl Reports 5 (2016) 78–79.
LibreCat
| DOI
F. Neumann, H. Trautmann, Dagstuhl Reports 5 (2016) 78–79.
2016 | Conference Paper | LibreCat-ID: 46365
Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers
J. Bossek, H. Trautmann, in: P. Festa, M. Sellmann, J. Vanschoren (Eds.), Learning and Intelligent Optimization, Springer International Publishing, Ischia, Italy, 2016, pp. 48–59.
LibreCat
| DOI
J. Bossek, H. Trautmann, in: P. Festa, M. Sellmann, J. Vanschoren (Eds.), Learning and Intelligent Optimization, Springer International Publishing, Ischia, Italy, 2016, pp. 48–59.
2016 | Conference Paper | LibreCat-ID: 46366
Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP Solvers with Maximum Performance Difference
J. Bossek, H. Trautmann, in: G. Adorni, S. Cagnoni, M. Gori, M. Maratea (Eds.), AI*IA 2016 Advances in Artificial Intelligence, Springer, Cham, 2016, pp. 3–12.
LibreCat
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J. Bossek, H. Trautmann, in: G. Adorni, S. Cagnoni, M. Gori, M. Maratea (Eds.), AI*IA 2016 Advances in Artificial Intelligence, Springer, Cham, 2016, pp. 3–12.
2015 | Conference Paper | LibreCat-ID: 46373
An Overview of Topic Discovery in Twitter Communication through Social Media Analytics
A. Chinnov, P. Kerschke, C. Meske, S. Stieglitz, H. Trautmann, in: Proceedings of the 20$^th$ Americas Conference on Information Systems (AMCIS ’15), Puerto Rico, 2015, pp. 1–10.
LibreCat
A. Chinnov, P. Kerschke, C. Meske, S. Stieglitz, H. Trautmann, in: Proceedings of the 20$^th$ Americas Conference on Information Systems (AMCIS ’15), Puerto Rico, 2015, pp. 1–10.
2015 | Conference Paper | LibreCat-ID: 46375
Detecting Funnel Structures by Means of Exploratory Landscape Analysis
P. Kerschke, M. Preuss, S. Wessing, H. Trautmann, in: S. Silva (Ed.), Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’15), ACM, New York, NY, USA, 2015, pp. 265–272.
LibreCat
| DOI
P. Kerschke, M. Preuss, S. Wessing, H. Trautmann, in: S. Silva (Ed.), Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’15), ACM, New York, NY, USA, 2015, pp. 265–272.
2015 | Conference Paper | LibreCat-ID: 46376
Improving the State of the Art in Inexact TSP Solving Using Per-Instance Algorithm Selection
L. Kotthoff, P. Kerschke, H. Hoos, H. Trautmann, in: C. Dhaenens, L. Jourdan, M.-E. Marmion (Eds.), Learning and Intelligent Optimization, Springer International Publishing, Cham, 2015, pp. 202–217.
LibreCat
L. Kotthoff, P. Kerschke, H. Hoos, H. Trautmann, in: C. Dhaenens, L. Jourdan, M.-E. Marmion (Eds.), Learning and Intelligent Optimization, Springer International Publishing, Cham, 2015, pp. 202–217.
2015 | Journal Article | LibreCat-ID: 46379
R2 Indicator Based Multiobjective Search
D. Brockhoff, T. Wagner, H. Trautmann, Evolutionary Computation Journal 23 (2015) 369–395.
LibreCat
| DOI
D. Brockhoff, T. Wagner, H. Trautmann, Evolutionary Computation Journal 23 (2015) 369–395.
2015 | Conference Paper | LibreCat-ID: 46374
Multi-Objective Analysis of Approaches to Dynamic Routing Of a Vehicle
C. Grimme, S. Meisel, H. Trautmann, G. Rudolph, M. Wölck, in: Proceedings of the European Conference On Information Systems, Münster, Germany, 2015.
LibreCat
C. Grimme, S. Meisel, H. Trautmann, G. Rudolph, M. Wölck, in: Proceedings of the European Conference On Information Systems, Münster, Germany, 2015.
2015 | Journal Article | LibreCat-ID: 46380
Analyzing the BBOB Results by Means of Benchmarking Concepts
O. Mersmann, M. Preuss, H. Trautmann, B. Bischl, C. Weihs, Evolutionary Computation Journal 23 (2015) 161–185.
LibreCat
O. Mersmann, M. Preuss, H. Trautmann, B. Bischl, C. Weihs, Evolutionary Computation Journal 23 (2015) 161–185.
2015 | Conference Paper | LibreCat-ID: 46377
Evaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle
S. Meisel, C. Grimme, J. Bossek, M. Wölck, G. Rudolph, H. Trautmann, in: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’15), Madrid, Spain, 2015, pp. 425–432.
LibreCat
| DOI
S. Meisel, C. Grimme, J. Bossek, M. Wölck, G. Rudolph, H. Trautmann, in: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’15), Madrid, Spain, 2015, pp. 425–432.
2014 | Book Chapter | LibreCat-ID: 46381
Cell Mapping Techniques for Exploratory Landscape Analysis
P. Kerschke, M. Preuss, C. Hernández, O. Schütze, J.-Q. Sun, C. Grimme, G. Rudolph, B. Bischl, H. Trautmann, in: A.-A. Tantar, E. Tantar, J.-Q. Sun, W. Zhang, Q. Ding, O. Schütze, M.T.M. Emmerich, P. Legrand, M.P. Del, C.C.A. Coello (Eds.), EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V, Springer International Publishing, Cham, 2014, pp. 115–131.
LibreCat
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P. Kerschke, M. Preuss, C. Hernández, O. Schütze, J.-Q. Sun, C. Grimme, G. Rudolph, B. Bischl, H. Trautmann, in: A.-A. Tantar, E. Tantar, J.-Q. Sun, W. Zhang, Q. Ding, O. Schütze, M.T.M. Emmerich, P. Legrand, M.P. Del, C.C.A. Coello (Eds.), EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V, Springer International Publishing, Cham, 2014, pp. 115–131.
2014 | Book Chapter | LibreCat-ID: 46382
A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets
G. Rudolph, O. Schütze, C. Grimme, H. Trautmann, in: A. Tantar, E. Tantar, J. Sun, W. Zhang, Q. Ding, O. Schütze, M. Emmerich, P. Legrand, M.P. Del, C.C. Coello (Eds.), EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V, Springer International Publishing, 2014, pp. 261–273.
LibreCat
| DOI
G. Rudolph, O. Schütze, C. Grimme, H. Trautmann, in: A. Tantar, E. Tantar, J. Sun, W. Zhang, Q. Ding, O. Schütze, M. Emmerich, P. Legrand, M.P. Del, C.C. Coello (Eds.), EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V, Springer International Publishing, 2014, pp. 261–273.
2014 | Conference Paper | LibreCat-ID: 46383
An Aspiration Set EMOA Based on Averaged Hausdorff Distances
G. Rudolph, C. Grimme, O. Schütze, H. Trautmann, in: Proceedings of the Learning and Intelligent OptimizatioN Conference (LION 8), Springer, Gainesville, Florida, USA, 2014, pp. 153–156.
LibreCat
G. Rudolph, C. Grimme, O. Schütze, H. Trautmann, in: Proceedings of the Learning and Intelligent OptimizatioN Conference (LION 8), Springer, Gainesville, Florida, USA, 2014, pp. 153–156.
2014 | Conference Paper | LibreCat-ID: 46384
Stopping Criteria for Multimodal Optimization
S. Wessing, M. Preuss, H. Trautmann, in: T. Bartz-Beielstein, J. Branke, B. Filipic, J. Smith (Eds.), Proceedings of the Parallel Problem Solving from Nature — PPSN XIII, Springer, Ljubljana, Slovenia, 2014, pp. 141–150.
LibreCat
| DOI
S. Wessing, M. Preuss, H. Trautmann, in: T. Bartz-Beielstein, J. Branke, B. Filipic, J. Smith (Eds.), Proceedings of the Parallel Problem Solving from Nature — PPSN XIII, Springer, Ljubljana, Slovenia, 2014, pp. 141–150.
2013 | Book Chapter | LibreCat-ID: 46385
The Directed Search Method for Pareto Front Approximations with Maximum Dominated Hypervolume
H.V. Sosa, O. Schütze, G. Rudolph, H. Trautmann, 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, Springer International Publishing, 2013, pp. 189–205.
LibreCat
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H.V. Sosa, O. Schütze, G. Rudolph, H. Trautmann, 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, Springer International Publishing, 2013, pp. 189–205.
2013 | Book Chapter | LibreCat-ID: 46386
Finding Evenly Spaced Pareto Fronts for Three-Objective Optimization Problems
H. Trautmann, G. Rudolph, C. Dominguez-Medina, O. Schütze, 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, Springer Berlin Heidelberg, 2013, pp. 89–105.
LibreCat
| DOI
H. Trautmann, G. Rudolph, C. Dominguez-Medina, O. Schütze, 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, Springer Berlin Heidelberg, 2013, pp. 89–105.
2013 | Conference Paper | LibreCat-ID: 46388
A Feature-Based Comparison of Local Search and the Christofides Algorithm for the Travelling Salesperson Problem
S. Nallaperuma, M. Wagner, F. Neumann, B. Bischl, O. Mersmann, H. Trautmann, in: Proceedings of the Twelfth Workshop on Foundations of Genetic Algorithms XII, Association for Computing Machinery, New York, NY, USA, 2013, pp. 147–160.
LibreCat
| DOI
S. Nallaperuma, M. Wagner, F. Neumann, B. Bischl, O. Mersmann, H. Trautmann, in: Proceedings of the Twelfth Workshop on Foundations of Genetic Algorithms XII, Association for Computing Machinery, New York, NY, USA, 2013, pp. 147–160.
2013 | Conference Paper | LibreCat-ID: 46390
Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation
G. Rudolph, H. Trautmann, S. Sengupta, O. Schütze, 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, Springer, 2013, pp. 443–458.
LibreCat
| DOI
G. Rudolph, H. Trautmann, S. Sengupta, O. Schütze, 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, Springer, 2013, pp. 443–458.