Archive for 'Publications' Category
Efficiency enhancement of probabilistic model building genetic algorithms
24 June 2004Sastry, K., Pelikan, M., Goldberg, D. E. (2004). Optimization by Building and Using Probabilistic Models: Workshop at the Genetic and Evolutionary Computation Conference. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Efficiency enhancement of genetic algorithms via building-block-wise fitness estimation
24 June 2004Sastry, K., Pelikan, M., Goldberg, D. E. (2004). Proceedings of the IEEE Conference on Evolutionary Computation. 720—727. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Fitness inheritance in the Bayesian optimization algorithm
24 June 2004Pelikan, M., Sastry, K. (2004). Proceedings of the Genetic and Evolutionary Computation Conference, 2 , 48—59. [Full paper - PDF] [Full paper - PS].
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Inducing sequentiality using grammatical genetic codes
24 June 2004Ohnishi, K., Sastry, K., Chen, Y.-p., Goldberg, D. E. (2004). Proceedings of the Genetic and Evolutionary Computation Conference, 2 , 48—59. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Designing competent mutation operators via probabilistic model building of neighborhoods
24 June 2004Sastry, K., Goldberg, D. E. (2004). Proceedings of the Genetic and Evolutionary Computation Conference, 2 , 114—125. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Let’s get ready to rumble: Crossover versus mutation head to head
24 June 2004Sastry, K., Goldberg, D. E. (2004). Proceedings of the Genetic and Evolutionary Computation Conference, 2 , 126—137. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Scalability of the Bayesian optimization algorithm
24 November 2003Pelikan, 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 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].
Discovering deep building blocks for competent genetic algorithms using chance discovery via KeyGraphs
24 August 2003Goldberg, 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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