Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
191 Publications
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
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 | Conference Paper | LibreCat-ID: 46398
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 Y. Hamadi & M. Schoenauer (Eds.), Learning and Intelligent Optimization (pp. 115–129). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-34413-8_9
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
LibreCat
| DOI
2011 | Conference Paper | LibreCat-ID: 46401
Mersmann, O., Bischl, B., Trautmann, H., Preuss, M., Weihs, C., & Rudolph, G. (2011). Exploratory Landscape Analysis. Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation, 829–836. https://doi.org/10.1145/2001576.2001690
LibreCat
| DOI
2011 | Conference Paper | LibreCat-ID: 46402
Wagner, T., Trautmann, H., & Martí, L. (2011). A Taxonomy of Online Stopping Criteria for Multi-Objective Evolutionary Algorithms. In R. H. C. Takahashi, K. Deb, E. F. Wanner, & S. Greco (Eds.), Evolutionary Multi-Criterion Optimization (pp. 16–30). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-19893-9_2
LibreCat
| DOI
2011 | Journal Article | LibreCat-ID: 46403
Naujoks, B., Trautmann, H., Wessing, S., & Weihs, C. (2011). Advanced concepts for multi-objective evolutionary optimization in aircraft industry. Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, 225(10), 1081–1096. https://doi.org/10.1177/0954410011414120
LibreCat
| DOI
2010 | Conference Paper | LibreCat-ID: 46408
Mostaghim, S., Trautmann, H., & Mersmann, O. (2010). Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities. In R. Schaefer, C. Cotta, J. Kołodziej, & G. Rudolph (Eds.), Parallel Problem Solving from Nature, PPSN XI (pp. 101–110). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-15871-1_11
LibreCat
| DOI
2010 | Conference Paper | LibreCat-ID: 46405
Mersmann, O., Preuss, M., & Trautmann, H. (2010). Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis. Proceedings of the 11th International Conference on Parallel Problem Solving from Nature: Part I, 73–82.
LibreCat
2010 | Conference Paper | LibreCat-ID: 46406
Mersmann, O., Trautmann, H., Naujoks, B., & Weihs, C. (2010). On the Distribution of EMOA Hypervolumes. In C. Blum & R. Battiti (Eds.), Learning and Intelligent Optimization, 4$^th$ International Conference, LION 4, Venice, Italy (Vol. 6073, pp. 333–337). Springer.
LibreCat
2010 | Conference Paper | LibreCat-ID: 46407
Mersmann, O., Trautmann, H., Naujoks, B., & Weihs, C. (2010). Benchmarking evolutionary multiobjective optimization algorithms. IEEE Congress on Evolutionary Computation, 1–8. https://doi.org/10.1109/CEC.2010.5586241
LibreCat
| DOI
2010 | Conference Paper | LibreCat-ID: 46404
Ding, J., Wessing, S., Trautmann, H., Mehnen, J., & Naujoks, B. (2010). Sequential Parameter Optimisation for Multi-Objective Evolutionary Optimisation of Additive Layer Manufacturing. In R. Teti (Ed.), Proceedings of the 7$^th$ CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (CIRP ICME ’10). Copyright C.O.C. Com. org. Conv.
LibreCat
2010 | Conference Paper | LibreCat-ID: 46409
Voß, T., Trautmann, H., & Igel, C. (2010). New Uncertainty Handling Strategies in Multi-objective Evolutionary Optimization. In R. Schaefer, C. Cotta, J. Kołodziej, & G. Rudolph (Eds.), Parallel Problem Solving from Nature, PPSN XI (pp. 260–269). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-15871-1_27
LibreCat
| DOI
2010 | Journal Article | LibreCat-ID: 46412
Wagner, T., & Trautmann, H. (2010). Integration of Preferences in Hypervolume-Based Multiobjective Evolutionary Algorithms by Means of Desirability Functions. IEEE Transactions on Evolutionary Computation, 14(5), 688–701. https://doi.org/10.1109/TEVC.2010.2058119
LibreCat
| DOI
2010 | Journal Article | LibreCat-ID: 46411
Azene, Y. T., Roy, R., Farrugia, D., Onisa, C., Mehnen, J., & Trautmann, H. (2010). Work roll cooling system design optimisation in presence of uncertainty and constrains. CIRP Journal of Manufacturing Science and Technology, 2(4), 290–298. https://doi.org/10.1016/j.cirpj.2010.06.001
LibreCat
| DOI
2010 | Conference Paper | LibreCat-ID: 46410
Wagner, T., & Trautmann, H. (2010). Online convergence detection for evolutionary multi-objective algorithms revisited. IEEE Congress on Evolutionary Computation, 1–8. https://doi.org/10.1109/CEC.2010.5586474
LibreCat
| DOI