| A survey of real-time strategy game AI research and competition in StarCraft S Ontanón, G Synnaeve, A Uriarte, F Richoux, D Churchill, M Preuss IEEE Transactions on Computational Intelligence and AI in games 5 (4), 293-311, 2013 | 281 | 2013 |
| Sequential parameter optimization T Bartz-Beielstein, CWG Lasarczyk, M Preuß 2005 IEEE congress on evolutionary computation 1, 773-780, 2005 | 278 | 2005 |
| A framework for distributed evolutionary algorithms MG Arenas, P Collet, AE Eiben, M Jelasity, JJ Merelo, B Paechter, ... International Conference on Parallel Problem Solving from Nature, 665-675, 2002 | 160 | 2002 |
| Experimental methods for the analysis of optimization algorithms T Bartz-Beielstein, M Chiarandini, L Paquete, M Preuss Springer, 2010 | 147 | 2010 |
| Multiobjective exploration of the starcraft map space J Togelius, M Preuss, N Beume, S Wessing, J Hagelbäck, GN Yannakakis Proceedings of the 2010 IEEE Conference on Computational Intelligence and …, 2010 | 128 | 2010 |
| Exploratory landscape analysis O Mersmann, B Bischl, H Trautmann, M Preuss, C Weihs, G Rudolph Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011 | 116 | 2011 |
| Planning chemical syntheses with deep neural networks and symbolic AI MHS Segler, M Preuss, MP Waller Nature 555 (7698), 604, 2018 | 109 | 2018 |
| The 2009 simulated car racing championship D Loiacono, PL Lanzi, J Togelius, E Onieva, DA Pelta, MV Butz, ... IEEE Transactions on Computational Intelligence and AI in Games 2 (2), 131-147, 2010 | 100 | 2010 |
| Multimodal optimization by means of a topological species conservation algorithm C Stoean, M Preuss, R Stoean, D Dumitrescu IEEE Transactions on Evolutionary Computation 14 (6), 842-864, 2010 | 99 | 2010 |
| Towards multiobjective procedural map generation J Togelius, M Preuss, GN Yannakakis Proceedings of the 2010 workshop on procedural content generation in games, 3, 2010 | 98 | 2010 |
| Problem definitions for performance assessment of multi-objective optimization algorithms VL Huang, AK Qin, K Deb, E Zitzler, PN Suganthan, JJ Liang, M Preuss, ... | 95 | 2007 |
| Algorithm selection based on exploratory landscape analysis and cost-sensitive learning B Bischl, O Mersmann, H Trautmann, M Preuß Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012 | 88 | 2012 |
| Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface M Abe, K Aoki, G Ateniese, R Avanzi, Z Beerliová, O Billet, A Biryukov, ... Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2006 | 78 | 2006 |
| Capabilities of EMOA to detect and preserve equivalent Pareto subsets G Rudolph, B Naujoks, M Preuss International Conference on Evolutionary Multi-Criterion Optimization, 36-50, 2007 | 73 | 2007 |
| Procedural content generation: Goals, challenges and actionable steps J Togelius, AJ Champandard, PL Lanzi, M Mateas, A Paiva, M Preuss, ... Dagstuhl Follow-Ups 6, 2013 | 68 | 2013 |
| Effects of scale-free and small-world topologies on binary coded self-adaptive CEA M Giacobini, M Preuss, M Tomassini European Conference on Evolutionary Computation in Combinatorial …, 2006 | 61 | 2006 |
| Benchmarking evolutionary algorithms: Towards exploratory landscape analysis O Mersmann, M Preuss, H Trautmann International Conference on Parallel Problem Solving from Nature, 73-82, 2010 | 55 | 2010 |
| Pareto set and EMOA behavior for simple multimodal multiobjective functions M Preuss, B Naujoks, G Rudolph Parallel Problem Solving from Nature-PPSN IX, 513-522, 2006 | 54 | 2006 |
| The sequential parameter optimization toolbox T Bartz-Beielstein, C Lasarczyk, M Preuss Experimental methods for the analysis of optimization algorithms, 337-362, 2010 | 51 | 2010 |
| Statistical methods for convergence detection of multi-objective evolutionary algorithms H Trautmann, T Wagner, B Naujoks, M Preuss, J Mehnen Evolutionary computation 17 (4), 493-509, 2009 | 49 | 2009 |
Thomas Bartz-BeielsteinProfessor of Applied MathematicsVerified email at th-koeln.de