Kumara Sastry

Archive for 'Technical Reports' Category

Analysis of ideal recombination on random decomposable problems

8 April 2006

Sastry, K., Pelikan, M., Goldberg, D. E. (2006). IlliGAL report no. 2006016, and MEDAL report no. 2006004. University of Illinois at Urbana Champaign. [Full paper - PDF] [Full paper - PS] .

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Generator and interface for random decomposable problems in C

8 April 2006

Pelikan, M., Sastry, K., Butz, M. V., Goldberg, D. E. (2006). MEDAL report no. 2006003. University of Missouri-St. Louis. [Documentation - PDF] [Download source code] .

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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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Evaluation consistency in iGAs: User contradictions as cycles in partial-ordering graphs

11 January 2006

Llorà, X., Alías, F. , Formiga, L., Sastry, K., Goldberg, D. E. (2005). IlliGAL Report No. 2005022. University of Illinois at Urbana Champaign. [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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Analysis of mixing in genetic algorithms: A survey

1 August 2002

Sastry, K., Goldberg, D. E. (2002). IlliGAL report no. 2002012. University of Illinois at Urbana-Champaign. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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Evaluation-relaxation schemes for genetic and evolutionary algorithms

12 January 2002

Sastry, K. (2002). . Master’s Thesis. Department of General Engineering. University of Illinois at Urbana-Champaign, Urbana, IL. [Full text - PDF] [Full text - PS].
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