selected publications
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academic article
- The Influence of Higher-Order Epistasis on Biological Fitness Landscape Topography. Journal of statistical physics. 172:208-225. 2018
- Detecting the epistatic structure of generalized embedded landscape. Genetic Programming and Evolvable Machines. 9:125-155. 2008
- Cellular automaton simulation examining progenitor hierarchy structure effects on mammary ductal carcinoma in situ. Journal of Theoretical Biology. 246:491-498. 2007
- Using evolvable genetic cellular automata to model breast cancer. Genetic Programming and Evolvable Machines. 8:381-393. 2007
- Efficient linkage discovery by limited probing. Evolutionary Computation. 12:517-545. 2004
- Hyperplane ranking, nonlinearity and the simple genetic algorithm. Information Sciences. 156:123-145. 2003
- Behavioral Diversity and a Probabilistically Optimal GP Ensemble. Genetic Programming and Evolvable Machines. 4:235-253. 2003
- Embedded landscapes. Evolutionary Computation. 10:345-369. 2002
- Predicting Epistasis from Mathematical Models. Evolutionary Computation. 7:69-101. 1999
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chapter
- Ensemble Classifiers: AdaBoost and Orthogonal Evolution of Teams. Genetic Programming Theory and Practice VIII. Ed. Riolo, Rick L. Ann Arbor. 55-69. 2010
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conference paper
- Evolving a real-time evacuation for urban disaster management. Genetic and Evolutionary Computation Conference - GECCO 2017. 1089-1096. 2017
- Learned Anticipation Strategy for Speed Control in an AUV Fleet. 2013 OCEANS - San Diego. 2014
- A Comparison of a Communication Strategies in Cooperative Learning. Proceedings of The Fourteenth International Conference On Genetic and Evolutionary Computation Conference. 153-160. 2012
- Ensemble Classifiers: Adaboost and Orthogonal Evolution of Teams. Genetic Programming Theory and Practice VIII. 55-69. 2011
- Improving performance and cooperation in multi-agent systems. Genetic Programming Theory and Practice V. 2008
- Training time and team composition robustness in evolved multi-agent systems. Genetic Programming (EuroGP) 2008. Proceedings. 2008
- Evolutionary optimization of cooperative heterogeneous teams . Evolutionary and Bio-Inspired Computation: Theory and Applications. 56306-56306. 2007
- Generalized embedded landscape and its decomposed representation. Simulated Evolution and Learning, Proceedings. 9-17. 2006
- String transformation-based Bayesian classification or proteins. Genetic and Evolutionary Computation (GECCO) 2006. Proceedings. 301-302. 2006
- Exploiting disruption aversion to control code bloat. GECCO 2005: 7th annual Genetic and Evolutionary Computation Conference. 1605-1612. 2005
- Using evolutionary optimization to improve Markov-based classification with limited training data. GECCO 2005: 7th annual Genetic and Evolutionary Computation Conference. 2211-2212. 2005
- Discrete branch length representations for genetic algorithms in phylogenetic search. Applications of Evolutionary Computing. 94-103. 2004
- Modeling multicellular and tumorous existence with genetic cellular automata. Artificial Life. 220-225. 2004
- Efficient linkage discovery by limited probing. Genetic and Evolutionary Computation - GECCO 2003, Pt. 1, Proceedings. 1003-1014. 2003
- Solution stability in evolutionary computation. International Symposium on Computer and Information Sciences (ISCIS) 2002. Proceedings. 237-241. 2003
- N-Version Genetic Programming via Fault Masking. Genetic Programming (EuroGP) 2002. Proceedings. 172-181. 2002
- Polynomial time summary statistics for a generalization of MAXSAT. GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference. 281-288. 1999
- Test function generators as embedded landscapes. Foundations of Genetic Algorithms. 183-198. 1999
- A tractable Walsh analysis of SAT and its implications for genetic algorithms. Assocation for the Advancement of Artificial Intelligence (AAAI) & Innovative Applications of Artificial Intelligence (IAAI), 1998. Proceedings. 392-397. 1998