Kumara Sastry

Archive for 2004

Genetic programming for multiscale modeling

25 December 2004

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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Sub-structural niching in non-stationary environments

10 December 2004

Sastry, 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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Oiling the wheels of change: The role of adaptive automatic problem decomposition in non-stationary environments

24 November 2004

Abbass, H. A., Sastry, K., Goldberg, D. E. (2004). IlliGAL report no. 2004029. University of Illinois at Urbana-Champaign. [Full paper - PDF] [Full paper - PS].
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Population sizing for genetic programming based upon decision making

12 September 2004

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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Efficiency enhancement of probabilistic model building genetic algorithms

24 June 2004

Sastry, 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].

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Efficiency enhancement of genetic algorithms via building-block-wise fitness estimation

24 June 2004

Sastry, 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].

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Fitness inheritance in the Bayesian optimization algorithm

24 June 2004

Pelikan, 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 2004

Ohnishi, 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].

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Designing competent mutation operators via probabilistic model building of neighborhoods

24 June 2004

Sastry, K., Goldberg, D. E. (2004). Proceedings of the Genetic and Evolutionary Computation Conference, 2 , 114—125. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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Let’s get ready to rumble: Crossover versus mutation head to head

24 June 2004

Sastry, K., Goldberg, D. E. (2004). Proceedings of the Genetic and Evolutionary Computation Conference, 2 , 126—137. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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