Publications


Schmidt M., Lipson H. (2009), "Symbolic Regression of Implicit Equations," Genetic Programming Theory and Practice, vol. 6, in press.

Schmidt M., Lipson H. (2009) "Discovering a Domain Alphabet," Genetic and Evolutionary Computation Conference (GECCO'09).

Schmidt M., Lipson H. (2009) "Incorporating Expert Knowledge in Evolutionary Search: A Study of Seeding Methods," Genetic and Evolutionary Computation Conference (GECCO'09).

Schmidt M., Lipson H. (2009) "Solving Iterated Functions Using Genetic Programming," Genetic and Evolutionary Computation Conference, Late Breaking Paper (GECCO'09).

Schmidt M., Lipson H. (2009) "Distilling Free-Form Natural Laws from Experimental Data," Science, Vol. 324, no. 5923, pp. 81 - 85. (see supplemental materials)

Schmidt, M. D., Lipson, H., (2008) "Coevolution of Fitness Predictors," IEEE Transactions on Evolutionary Computation, Vol.12, No.6, pp.736-749.

Schmidt M., Lipson H. (2008), "Data-mining Dynamical Systems: Automated Symbolic System Identification for Exploratory Analysis", Proceedings of the 9th Biennial ASMA Conference on Engineering Systems Design and Analysis (ESDA08), Haifa, Israel, July 7-9, 2008.

Schmidt M., Lipson H. (2007), "Learning Noise", Genetic and Evolutionary Computation Conference (GECCO'07), pp. 1680-1685. *** Winner of Best Paper Award ***

Schmidt M., Lipson H. (2007), "Comparison of Tree and Graph Encodings as Function of Problem Complexity", Genetic and Evolutionary Computation Conference (GECCO'07), pp. 1674-1679.

Schmidt M., Lipson H. (2006), "Co-evolving Fitness Predictors for Accelerating Evaluations and Reducing Sampling", Genetic Programming Theory and Practice, Rick Riolo, Terry Soule, and Bill Worzel (Eds). Kluwer Academic Publishers, vol. 4, pp. 113-130.

Schmidt M., Lipson H. (2006), "Actively Probing and Modeling Users in Interactive co-Evolution", GECCO 2006 (posterextended version), pp. 385-386.

Schmidt M., Lipson H., (2005) "Co-evolution of Fitness Maximizers and Fitness Predictors", GECCO Late Breaking Paper.