Archive for 'Genetic programming' Category
Genetic algorithms and genetic programming for multiscale modeling: Applications in materials science and chemistry and advances in scalability
13 September 2007Sastry, K. (2007). IlliGAL Report No. 2007019. University of Illinois at Urbana-Champaign, Urbana IL. [Ph.D. Thesis - PDF] [Ph.D. Thesis - PS] [Defense presentation slides].
Genetic programming for multi-timescale modeling
20 August 2005Sastry, K. Johnson, D. D., Goldberg, D. E., Bellon, P. (2005). Physical Review B, 72, 085438. [Selected for the August 29, 2005 issue of Virtual Journal of Nanoscale Science & Technology as frontier research].
Scalability of genetic programming and probabilistic incremental program evolution
24 June 2005Ondas, R., Pelikan, M., Sastry, K. (2005). Proceedings of the Genetic and Evolutionary Computation Conference. 1785—1786. [Preprint arXiv:cs.NE/0502029].
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Genetic programming for multiscale modeling
25 December 2004Sastry, K., Johnson, D. D., Goldberg, D. E., Bellon, P. (2004). International Journal for Multiscale Computational Engineering. 2(2), 239—256.
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Population sizing for genetic programming based upon decision making
12 September 2004Sastry, K., O’Reilly, U.-M., Goldberg, D. E. (2004). Genetic Programming Theory and Practice II. 49—66. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Probabilistic model building and competent genetic programming
12 October 2003Sastry, K., Goldberg, D. E. (2003). . In Riolo, R., Worzel, B. (Eds.), Genetic Programming Theory and Practice. 205—220. Boston, MA: Kluwer Academic Publishers. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Building-block supply in genetic programming
12 October 2003Sastry, K., O’Reilly, U.-M., Goldberg, D. E., Hill, D. (2003). . In Riolo, R., Worzel, B. (Eds.), Genetic Programming Theory and Practice. 155—172. Boston, MA: Kluwer Academic Publishers. [Full paper - PDF] [Full paper - PS] [Presentation slides].
