Scalability of the Bayesian optimization algorithm

November 24th, 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

October 12th, 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

October 12th, 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

August 24th, 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

June 24th, 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

June 24th, 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

June 24th, 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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How well does a single-point crossover mix building blocks with tight linkage?

November 1st, 2002

Sastry, K., Goldberg, D. E. (2002). Proceedings of the International Symposium on Computer and Information Science. [Full paper – PDF] [Full paper – PS] [Presentation slides].


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Analysis of mixing in genetic algorithms: A survey

August 1st, 2002

Sastry, K., Goldberg, D. E. (2002). IlliGAL report no. 2002012. University of Illinois at Urbana-Champaign. [Full paper – PDF] [Full paper – PS] [Presentation slides].


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Fitness inheritance in multi-objective optimization

June 24th, 2002

Chen, J.-H., Goldberg, D. E., Ho, S.-Y., Sastry, K. (2002). Proceedings of the Genetic and Evolutionary Computation Conference. 319—326. [Full paper – PDF] [Full paper – PS].
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