Solving uncompromising problems with lexicase selection T Helmuth, L Spector, J Matheson IEEE Transactions on Evolutionary Computation 19 (5), 630-643, 2014 | 104 | 2014 |
General program synthesis benchmark suite T Helmuth, L Spector Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015 | 87 | 2015 |
Tag-based modules in genetic programming L Spector, B Martin, K Harrington, T Helmuth Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011 | 35 | 2011 |
Lexicase selection for program synthesis: a diversity analysis T Helmuth, NF McPhee, L Spector Genetic Programming Theory and Practice XIII, 151-167, 2016 | 28 | 2016 |
Comparison of semantic-aware selection methods in genetic programming P Liskowski, K Krawiec, T Helmuth, L Spector Proceedings of the Companion Publication of the 2015 Annual Conference on …, 2015 | 28 | 2015 |
Uniform linear transformation with repair and alternation in genetic programming L Spector, T Helmuth Genetic Programming Theory and Practice XI, 137-153, 2014 | 27 | 2014 |
Improving generalization of evolved programs through automatic simplification T Helmuth, NF McPhee, E Pantridge, L Spector Proceedings of the Genetic and Evolutionary Computation Conference, 937-944, 2017 | 26 | 2017 |
Genetic programming with epigenetic local search W La Cava, T Helmuth, L Spector, K Danai Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015 | 26 | 2015 |
A Probabilistic and Multi-Objective Analysis of Lexicase Selection and -Lexicase Selection W La Cava, T Helmuth, L Spector, JH Moore Evolutionary Computation 27 (3), 377-402, 2019 | 24 | 2019 |
The impact of hyperselection on lexicase selection T Helmuth, NF McPhee, L Spector Proceedings of the Genetic and Evolutionary Computation Conference 2016, 717-724, 2016 | 20 | 2016 |
Program synthesis using uniform mutation by addition and deletion T Helmuth, NF McPhee, L Spector Proceedings of the Genetic and Evolutionary Computation Conference, 1127-1134, 2018 | 19 | 2018 |
Tag-based modularity in tree-based genetic programming L Spector, K Harrington, T Helmuth Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012 | 19 | 2012 |
Effects of lexicase and tournament selection on diversity recovery and maintenance T Helmuth, NF McPhee, L Spector Proceedings of the 2016 on Genetic and Evolutionary Computation Conference …, 2016 | 18 | 2016 |
General program synthesis from examples using genetic programming with parent selection based on random lexicographic orderings of test cases T Helmuth | 18 | 2015 |
What’s in an evolved name? the evolution of modularity via tag-based reference L Spector, K Harrington, B Martin, T Helmuth Genetic Programming Theory and Practice IX, 1-16, 2011 | 18 | 2011 |
Visualizing genetic programming ancestries NF McPhee, MM Casale, M Finzel, T Helmuth, L Spector Proceedings of the 2016 on Genetic and Evolutionary Computation Conference …, 2016 | 15 | 2016 |
Analyzing a decade of human-competitive (“humie”) winners: What can we learn? K Kannappan, L Spector, M Sipper, T Helmuth, W La Cava, J Wisdom, ... Genetic Programming Theory and Practice XII, 149-166, 2015 | 15 | 2015 |
Using graph databases to explore the dynamics of genetic programming runs NF McPhee, D Donatucci, T Helmuth Genetic programming theory and practice XIII, 185-201, 2016 | 14 | 2016 |
Detailed problem descriptions for general program synthesis benchmark suite T Helmuth, L Spector School of Computer Science, University of Massachusetts Amherst, Tech. Rep., 2015 | 14 | 2015 |
Linear genomes for structured programs T Helmuth, L Spector, NF McPhee, S Shanabrook Genetic Programming Theory and Practice XIV, 85-100, 2018 | 12 | 2018 |