Kumara Sastry

Archive for 'Publications' Category

Combating user fatigue in iGAs: Partial ordering, support vector machines, and synthetic fitness

24 June 2005

Llorà, X., Sastry, K., Goldberg, D. E., Gupta, A., Lakshmi, L. (2005). Proceedings of the Genetic and Evolutionary Computation Conference. 1363—1370. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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Multiojbective hBOA, clustering, and scalability

24 June 2005

Pelikan, M., Sastry, K., Goldberg, D. E. (2005). Proceedings of the Genetic and Evolutionary Computation Conference. 663—670. [Full paper - PDF] [Full paper - PS].
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Sub-structural niching in estimation of distribution algorithms

24 June 2005

Sastry, K., Abbass, H. A., Goldberg, D. E., Johnson, D. D. (2005). Proceedings of the Genetic and Evolutionary Computation Conference. 671—678. (Nominated for best paper in EDA track). [Full paper - PDF] [Full paper - PS] [Presentation slides].

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Combining Competent Crossover and Mutation Operators: A Probabilistic Model Building Approach

24 June 2005

Lima, 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].

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Scalability of genetic programming and probabilistic incremental program evolution

24 June 2005

Ondas, 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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Strong, stable, and reliable fitness pressure in XCS due to tournament selection

15 January 2005

Butz, M. V., Sastry, K., Goldberg, D. E. (2005). Genetic Programming and Evolvable Machines, 6, 53—77. [Full paper - PDF] [Full paper - PS].
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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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