Kumara Sastry » Genetic programming http://www.kumarasastry.com Sun, 11 May 2008 17:12:11 +0000 http://wordpress.org/?v=2.3.3 en Genetic algorithms and genetic programming for multiscale modeling: Applications in materials science and chemistry and advances in scalability http://www.kumarasastry.com/2007/09/13/genetic-algorithms-and-genetic-programming-for-multiscale-modeling-applications-in-materials-science-and-chemistry-and-advances-in-scalability/ http://www.kumarasastry.com/2007/09/13/genetic-algorithms-and-genetic-programming-for-multiscale-modeling-applications-in-materials-science-and-chemistry-and-advances-in-scalability/#comments Thu, 13 Sep 2007 02:28:55 +0000 Kumara Sastry http://www.kumarasastry.com/2007/09/13/genetic-algorithms-and-genetic-programming-for-multiscale-modeling-applications-in-materials-science-and-chemistry-and-advances-in-scalability/ SHARETHIS.addEntry({ title: "Genetic algorithms and genetic programming for multiscale modeling: Applications in materials science and chemistry and advances in scalability", url: "http://www.kumarasastry.com/2007/09/13/genetic-algorithms-and-genetic-programming-for-multiscale-modeling-applications-in-materials-science-and-chemistry-and-advances-in-scalability/" }); ]]> 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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]]> http://www.kumarasastry.com/2007/09/13/genetic-algorithms-and-genetic-programming-for-multiscale-modeling-applications-in-materials-science-and-chemistry-and-advances-in-scalability/feed/ Genetic programming for multi-timescale modeling http://www.kumarasastry.com/2005/08/20/genetic-programming-for-multi-timescale-modeling/ http://www.kumarasastry.com/2005/08/20/genetic-programming-for-multi-timescale-modeling/#comments Sat, 20 Aug 2005 16:00:41 +0000 Kumara Sastry http://kumarasastry.com/?p=129 SHARETHIS.addEntry({ title: "Genetic programming for multi-timescale modeling", url: "http://www.kumarasastry.com/2005/08/20/genetic-programming-for-multi-timescale-modeling/" }); ]]> 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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]]> http://www.kumarasastry.com/2005/08/20/genetic-programming-for-multi-timescale-modeling/feed/ Scalability of genetic programming and probabilistic incremental program evolution http://www.kumarasastry.com/2005/06/24/scalability-of-genetic-programming-and-probabilistic-incremental-program-evolution/ http://www.kumarasastry.com/2005/06/24/scalability-of-genetic-programming-and-probabilistic-incremental-program-evolution/#comments Fri, 24 Jun 2005 14:00:21 +0000 Kumara Sastry http://kumarasastry.com/?p=118 SHARETHIS.addEntry({ title: "Scalability of genetic programming and probabilistic incremental program evolution", url: "http://www.kumarasastry.com/2005/06/24/scalability-of-genetic-programming-and-probabilistic-incremental-program-evolution/" }); ]]> 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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]]> http://www.kumarasastry.com/2005/06/24/scalability-of-genetic-programming-and-probabilistic-incremental-program-evolution/feed/ Genetic programming for multiscale modeling http://www.kumarasastry.com/2004/12/25/genetic-programming-for-multiscale-modeling/ http://www.kumarasastry.com/2004/12/25/genetic-programming-for-multiscale-modeling/#comments Sat, 25 Dec 2004 21:00:27 +0000 Kumara Sastry http://kumarasastry.com/?p=43 SHARETHIS.addEntry({ title: "Genetic programming for multiscale modeling", url: "http://www.kumarasastry.com/2004/12/25/genetic-programming-for-multiscale-modeling/" }); ]]> 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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]]> http://www.kumarasastry.com/2004/12/25/genetic-programming-for-multiscale-modeling/feed/ Population sizing for genetic programming based upon decision making http://www.kumarasastry.com/2004/09/12/population-sizing-for-genetic-programming-based-upon-decision-making/ http://www.kumarasastry.com/2004/09/12/population-sizing-for-genetic-programming-based-upon-decision-making/#comments Mon, 13 Sep 2004 00:04:49 +0000 Kumara Sastry http://kumarasastry.com/?p=40 SHARETHIS.addEntry({ title: "Population sizing for genetic programming based upon decision making", url: "http://www.kumarasastry.com/2004/09/12/population-sizing-for-genetic-programming-based-upon-decision-making/" }); ]]> 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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]]> http://www.kumarasastry.com/2004/09/12/population-sizing-for-genetic-programming-based-upon-decision-making/feed/ Probabilistic model building and competent genetic programming http://www.kumarasastry.com/2003/10/12/probabilistic-model-building-and-competent-genetic-programming/ http://www.kumarasastry.com/2003/10/12/probabilistic-model-building-and-competent-genetic-programming/#comments Sun, 12 Oct 2003 22:00:00 +0000 Kumara Sastry http://kumarasastry.com/?p=32 SHARETHIS.addEntry({ title: "Probabilistic model building and competent genetic programming", url: "http://www.kumarasastry.com/2003/10/12/probabilistic-model-building-and-competent-genetic-programming/" }); ]]> 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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]]> http://www.kumarasastry.com/2003/10/12/probabilistic-model-building-and-competent-genetic-programming/feed/ Building-block supply in genetic programming http://www.kumarasastry.com/2003/10/12/building-block-supply-in-genetic-programming/ http://www.kumarasastry.com/2003/10/12/building-block-supply-in-genetic-programming/#comments Sun, 12 Oct 2003 16:00:19 +0000 Kumara Sastry http://kumarasastry.com/?p=31 SHARETHIS.addEntry({ title: "Building-block supply in genetic programming", url: "http://www.kumarasastry.com/2003/10/12/building-block-supply-in-genetic-programming/" }); ]]> 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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