Diversity in genetic programming: An analysis of measures and correlation with fitness EK Burke, S Gustafson, G Kendall IEEE Transactions on Evolutionary Computation 8 (1), 47-62, 2004 | 435 | 2004 |
Open issues in genetic programming M O’Neill, L Vanneschi, S Gustafson, W Banzhaf Genetic Programming and Evolvable Machines 11, 339-363, 2010 | 276 | 2010 |
SDRL: interpretable and data-efficient deep reinforcement learning leveraging symbolic planning D Lyu, F Yang, B Liu, S Gustafson Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 2970-2977, 2019 | 169 | 2019 |
Peorl: Integrating symbolic planning and hierarchical reinforcement learning for robust decision-making F Yang, D Lyu, B Liu, S Gustafson arXiv preprint arXiv:1804.07779, 2018 | 154 | 2018 |
A Study on the use of``self-generation''in memetic algorithms N Krasnogor, S Gustafson Natural Computing 3, 53-76, 2004 | 140 | 2004 |
A survey and analysis of diversity measures in genetic programming E Burke, S Gustafson, G Kendall Proceedings of the 4th Annual Conference on Genetic and Evolutionary …, 2002 | 138 | 2002 |
Advanced population diversity measures in genetic programming E Burke, S Gustafson, G Kendall, N Krasnogor Parallel Problem Solving from Nature—PPSN VII: 7th International Conference …, 2002 | 104 | 2002 |
On improving genetic programming for symbolic regression S Gustafson, EK Burke, N Krasnogor 2005 IEEE Congress on Evolutionary Computation 1, 912-919, 2005 | 102 | 2005 |
2019 evolutionary algorithms review AN Sloss, S Gustafson Genetic programming theory and practice XVII, 307-344, 2020 | 100 | 2020 |
An analysis of diversity in genetic programming SM Gustafson University of Nottingham, 2004 | 96 | 2004 |
Layered learning in genetic programming for a cooperative robot soccer problem SM Gustafson, WH Hsu European Conference on Genetic Programming, 291-301, 2001 | 87 | 2001 |
Problem difficulty and code growth in genetic programming S Gustafson, A Ekart, E Burke, G Kendall Genetic Programming and Evolvable Machines 5, 271-290, 2004 | 75 | 2004 |
Genetic programming and multi-agent layered learning by reinforcements WH Hsu, SM Gustafson Proceedings of the 4th Annual Conference on Genetic and Evolutionary …, 2002 | 75 | 2002 |
The speciating island model: An alternative parallel evolutionary algorithm S Gustafson, EK Burke Journal of Parallel and Distributed Computing 66 (8), 1025-1036, 2006 | 67 | 2006 |
Systems self-assembly: multidisciplinary snapshots N Krasnogor, S Gustafson, DA Pelta, JL Verdegay Elsevier, 2011 | 58 | 2011 |
Toward truly “memetic” memetic algorithms: discussion and proof of concepts,” N Krasnogor, S Gustafson Advances in nature-inspired computation: the PPSN VII workshops 16 (52), 2002 | 57 | 2002 |
Systems and methods for facilitating the gathering of open source intelligence A Moitra, DB Bracewell, SM Gustafson, TM Baylor, TH Chau US Patent 8,650,198, 2014 | 48 | 2014 |
Genetic programming and evolvable machines: ten years of reviews WB Langdon, SM Gustafson Genetic Programming and Evolvable Machines 11, 321-338, 2010 | 46* | 2010 |
Methods and systems for identifying gaps in predictive model ontology AG Royval, SM Gustafson, RKR Palla US Patent App. 15/354,235, 2018 | 45 | 2018 |
Editorial to the first issue MH Lim, S Gustafson, N Krasnogor, YS Ong Memetic Computing 1, 1-2, 2009 | 38 | 2009 |