Kumara Sastry

Archive for 2003

Scalability of the Bayesian optimization algorithm

24 November 2003

Pelikan, M., Sastry, K., Goldberg, D. E. (2003). International Journal of Approximate Reasoning, 31(3), 221—258. [Full paper - PDF] [Full paper - PS].
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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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Discovering deep building blocks for competent genetic algorithms using chance discovery via KeyGraphs

24 August 2003

Goldberg, D. E., Sastry, K., Ohsawa, Y. (2003). In Ohsawa, Y., McBurney, P. (Eds.), Chance Discovery. 276—302. Berlin: Springer-Verlag. [Full paper - PDF] [Full paper - PS].
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Optimal sampling and speed-up for genetic algorithms on the sampled OneMax problem

24 June 2003

Yu, T.-L., Goldberg, D. E., Sastry, K. (2003). Proceedings of the Genetic and Evolutionary Computation Conference. 1554—1565. [Full paper - PDF] [Full paper - PS].
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Tournament selection in XCS

24 June 2003

Butz, M. V., Sastry, K., Goldberg, D. E. (2003). Proceedings of the Genetic and Evolutionary Computation Conference. 1857—1869. (Best paper in LCS track). [Full paper - PDF] [Full paper - PS].
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Scalability of selectorecombinative genetic algorithms for problems with tight linkage

24 June 2003

Sastry, K., Goldberg, D. E. (2003). Proceedings of the Genetic and Evolutionary Computation Conference. 1332—1334. (Nominated for best paper in GA track). [Full paper - PDF] [Full paper - PS] [Presentation slides].

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