Kumara Sastry

Archive for 'Estimation of Distribution Algorithms' Category

Sporadic model building for efficiency enhancement of hBOA

11 July 2006

Pelikan, M., Sastry, K., Goldberg, D. E. (2006). Proceedings of the 2006 Genetic and Evolutionary Computation Conference, 405—412. [Full paper - PDF] [Full paper - PS][Presentation slides].

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Population sizing for entropy-based model building in genetic algorithms

20 June 2006

Yu, T.-L., Sastry, K., Goldberg, D. E., Pelikan, M. (2006). lliGAL report no. 2006020. University of Illinois at Urbana Champaign. [Full paper - PDF] [Full paper - PS] .

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The χ-ary extended compact classifier system: Linkage learning in Pittsburgh LCS

6 April 2006

Llorà, X., Sastry, K., Goldberg, D. E., de la Ossa, L. (2006). IlliGAL report no. 2006015. University of Illinois at Urbana Champaign. [Full paper - PDF] [Full paper - PS] .

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χ-ary extended compact genetic algorithm for matlab in C++

26 March 2006

Sastry, K., de la Ossa, L., Lobo, F. G. (2006). IlliGAL report no. 2006014. University of Illinois at Urbana Champaign. [Documentation - PDF] [Documentation - PS] [Download source code].

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χ-ary extended compact genetic algorithm in C++

26 March 2006

de la Ossa, L., Sastry, K., Lobo, F. G. (2006). IlliGAL report no. 2006013. University of Illinois at Urbana Champaign. [Documentation - PDF] [Documentation - PS] [Download source code].

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Extended compact genetic algorithm in C++: Version 1.1

26 March 2006

Lobo, F. G., Sastry, K., Harik, G. R. (2006). IlliGAL report no. 2006012. University of Illinois at Urbana Champaign. [Documentation - PDF] [Documentation - PS] [Download source code].

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Multiobjective estimation of distribution algorithms

20 March 2006

Pelikan, M., Sastry, K., Goldberg, D. E. (In press). In Pelikan, M., Sastry, K., Cantú-Paz, E. (Eds.), Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications.

Efficiency enhancement of estimation of distribution algorithms

20 March 2006

Sastry, K., Pelikan, M., Goldberg, D. E. (In press) . In Pelikan, M., Sastry, K., Cantú-Paz, E. (Eds.), Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications.

Linkage learning via probabilistic modeling in the ECGA

20 March 2006

Harik, G. R., Lobo, F. G., Sastry, K. (In press) . In Pelikan, M., Sastry, K., Cantú-Paz, E. (Eds.), Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications.

The compact classifier system: Motivation, analysis and first results

5 September 2005

Llorà, X., Sastry, K., Goldberg, D. E. (2005). Proceedings of the Congress on Evolutionary Computation, 1, 596—603. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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