Kumara Sastry

Archive for 'Estimation of Distribution Algorithms' Category

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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Limits of scalability of multiobjective estimation of distribution algorithms

5 September 2005

Sastry, K., Pelikan, M., Goldberg, D. E. (2005). Proceedings of the Congress on Evolutionary Computation, 3, 2217—2224. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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