Archive for 'Conference Proceedings' Category
Combining Competent Crossover and Mutation Operators: A Probabilistic Model Building Approach
24 June 2005Lima, C., Sastry, K., Goldberg, D. E., Lobo, F. (2005). Proceedings of the Genetic and Evolutionary Computation Conference. 735—742. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Scalability of genetic programming and probabilistic incremental program evolution
24 June 2005Ondas, 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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Sub-structural niching in non-stationary environments
10 December 2004Sastry, K., Abbass, H. A., Goldberg, D. E. (2004). Proceedings of the Australian Artificial Intelligence Conference. 873—885. [Full paper - PDF] [Full paper - PS].
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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].
Optimal sampling and speed-up for genetic algorithms on the sampled OneMax problem
24 June 2003Yu, 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 2003Butz, 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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