| An introduction and survey of estimation of distribution algorithms M Hauschild, M Pelikan Swarm and evolutionary computation 1 (3), 111-128, 2011 | 553 | 2011 |
| Estimation of distribution algorithms M Pelikan, MW Hauschild, FG Lobo Springer handbook of computational intelligence, 899-928, 2015 | 85 | 2015 |
| Using previous models to bias structural learning in the hierarchical BOA MW Hauschild, M Pelikan, K Sastry, DE Goldberg Proceedings of the 10th annual conference on Genetic and evolutionary …, 2008 | 76 | 2008 |
| Influence of selection and replacement strategies on linkage learning in BOA CF Lima, M Pelikan, DE Goldberg, FG Lobo, K Sastry, M Hauschild 2007 IEEE Congress on Evolutionary Computation, 1083-1090, 2007 | 71 | 2007 |
| Performance of evolutionary algorithms on NK landscapes with nearest neighbor interactions and tunable overlap M Pelikan, K Sastry, DE Goldberg, MV Butz, M Hauschild Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009 | 52 | 2009 |
| Analyzing probabilistic models in hierarchical BOA on traps and spin glasses M Hauschild, M Pelikan, CF Lima, K Sastry Proceedings of the 9th annual conference on Genetic and evolutionary …, 2007 | 50 | 2007 |
| Analyzing probabilistic models in hierarchical BOA M Hauschild, M Pelikan, K Sastry, C Lima IEEE Transactions on Evolutionary Computation 13 (6), 1199-1217, 2009 | 43 | 2009 |
| Pairwise and problem-specific distance metrics in the linkage tree genetic algorithm M Pelikan, MW Hauschild, D Thierens Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011 | 31 | 2011 |
| Intelligent bias of network structures in the hierarchical BOA MW Hauschild, M Pelikan Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009 | 25 | 2009 |
| Transfer learning, soft distance-based bias, and the hierarchical boa M Pelikan, MW Hauschild, PL Lanzi Parallel Problem Solving from Nature-PPSN XII: 12th International Conference …, 2012 | 24 | 2012 |
| Introduction to estimation of distribution algorithms M Pelikan, MW Hauschild, FG Lobo MEDAL Report 2012003, 2012 | 22 | 2012 |
| Enhancing efficiency of hierarchical BOA via distance-based model restrictions M Hauschild, M Pelikan International Conference on Parallel Problem Solving from Nature, 417-427, 2008 | 21 | 2008 |
| Network crossover performance on NK landscapes and deceptive problems MW Hauschild, M Pelikan Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010 | 18 | 2010 |
| Learn from the past: Improving model-directed optimization by transfer learning based on distance-based bias M Pelikan, MW Hauschild Missouri Estimation of Distribution Algorithms Laboratory, University of …, 2012 | 14 | 2012 |
| A survey of estimation of distribution algorithms M Hauschild, M Pelikan MEDAL Report 113, 2011 | 13 | 2011 |
| Image segmentation using a genetic algorithm and hierarchical local search M Hauschild, S Bhatia, M Pelikan Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012 | 10 | 2012 |
| Advanced neighborhoods and problem difficulty measures M Hauschild, M Pelikan Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011 | 9 | 2011 |
| Distance-based bias in model-directed optimization of additively decomposable problems M Pelikan, MW Hauschild Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012 | 8 | 2012 |
| Second order heuristics in acgp CZ Janikow, J Aleshunas, MW Hauschild Proceedings of the 13th annual conference companion on Genetic and …, 2011 | 6 | 2011 |
| Linkage learning accuracy in the Bayesian optimization algorithm CF Lima, M Pelikan, DE Goldberg, FG Lobo, K Sastry, M Hauschild Linkage in Evolutionary Computation, 87-107, 2008 | 4 | 2008 |
