Archive for 'Technical Reports' Category

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Enhancing the efficiency of the extended compact genetic algorithm

20 May 2008

Duque, T., Goldberg, D. E., Sastry, K. (2008). IlliGAL Report No. 2008006. University of Illinois at Urbana-Champaign, Urbana IL. [Full Paper – PDF] [Full Paper – PS].
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Linkage learning, rule representation, and the χ-ary extended compact classifier system

6 April 2008

Llorà, X., Sastry, K., Lima, C. F., Lobo, F. G., Goldberg, D. E. (2008). IlliGAL Report No. 2008005. University of Illinois at Urbana-Champaign, Urbana IL. [Full Paper – PDF] [Full Paper – PS].
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Speeding online synthesis via enforced selecto-recombination

6 April 2008

Saruwatari, S., Llorà, X., Yasui, N. I., Tamura, H., Sastry, K., Goldberg, D. E. (2008). IlliGAL Report No. 2008004. University of Illinois at Urbana-Champaign, Urbana IL. [Full Paper – PDF] [Full Paper – PS].
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Improving small population performance under noise with viral infection + tropism

6 April 2008

Sato, Y., Goldberg, D. E., Sastry, K. (2008). IlliGAL Report No. 2008002. University of Illinois at Urbana-Champaign, Urbana IL. [Full Paper – PDF] [Full Paper – PS].

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Using previous models to bias structural learning in the hierarchical BOA

6 April 2008

Hauschild, M., Pelikan, M., Sastry, K., Goldberg, D. E. (2008). MEDAL Report No. 2008003. University of Missouri at St. Louis. [Full Paper – PDF].

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iBOA: The incremental Bayesian optimization algorithm

6 April 2008

Pelikan, M., Sastry, K., Goldberg, D. E. (2008). Medal Report No. 2008002. University of Missouri at St. Louis. [Full Paper – PDF].

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Genetic algorithms and genetic programming for multiscale modeling: Applications in materials science and chemistry and advances in scalability

13 September 2007

Sastry, K. (2007). IlliGAL Report No. 2007019. University of Illinois at Urbana-Champaign, Urbana IL. [Ph.D. Thesis – PDF] [Ph.D. Thesis – PS] [Defense presentation slides].


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Single and multiobjective genetic algorithm toolbox for Matlab in C++

11 June 2007

Sastry, K. (2007). IlliGAL Report No. 2007017. University of Illinois at Urbana-Champaign, Urbana IL. [Documentation – PDF] [Documentation – PS] [Download source code].

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Single and Multiobjective Genetic Algorithm Toolbox in C++

11 June 2007

Sastry, K. (2007). IlliGAL Report No. 2007016. University of Illinois at Urbana-Champaign, Urbana IL. [Documentation – PDF] [Documentation – PS] [Download source code].

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Automated alphabet reduction with evolutionary algorithms for protein structure prediction

30 April 2007

Bacardit, J., Stout, M., Hirst, J. D., Sastry, K., Llorà, X., Krasnogor, N. (2007). IlliGAL Report No. 2007015. University of Illinois at Urbana-Champaign, Urbana IL. [Full paper – PDF] [Full paper – PS].

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