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 2007

Sastry, 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].


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Genetic programming for multi-timescale modeling

20 August 2005

Sastry, 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].

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Scalability of genetic programming and probabilistic incremental program evolution

24 June 2005

Ondas, 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 2004

Sastry, 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 2004

Sastry, 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].


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Probabilistic model building and competent genetic programming

12 October 2003

Sastry, 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].


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Building-block supply in genetic programming

12 October 2003

Sastry, 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].


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