Archive for 'Technical Reports' Category
Linkage learning, rule representation, and the χ-ary extended compact classifier system
6 April 2008Llorà, 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].
(more…)
Speeding online synthesis via enforced selecto-recombination
6 April 2008Saruwatari, 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].
(more…)
Improving small population performance under noise with viral infection + tropism
6 April 2008Sato, 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].
Using previous models to bias structural learning in the hierarchical BOA
6 April 2008Hauschild, M., Pelikan, M., Sastry, K., Goldberg, D. E. (2008). MEDAL Report No. 2008003. University of Missouri at St. Louis. [Full Paper - PDF].
iBOA: The incremental Bayesian optimization algorithm
6 April 2008Pelikan, M., Sastry, K., Goldberg, D. E. (2008). Medal Report No. 2008002. University of Missouri at St. Louis. [Full Paper - PDF].
Genetic algorithms and genetic programming for multiscale modeling: Applications in materials science and chemistry and advances in scalability
13 September 2007Sastry, 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].
Single and multiobjective genetic algorithm toolbox for Matlab in C++
11 June 2007Sastry, K. (2007). IlliGAL Report No. 2007017. University of Illinois at Urbana-Champaign, Urbana IL. [Documentation - PDF] [Documentation - PS] [Download source code].
Single and Multiobjective Genetic Algorithm Toolbox in C++
11 June 2007Sastry, K. (2007). IlliGAL Report No. 2007016. University of Illinois at Urbana-Champaign, Urbana IL. [Documentation - PDF] [Documentation - PS] [Download source code].
Automated alphabet reduction with evolutionary algorithms for protein structure prediction
30 April 2007Bacardit, 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].
A survey of linkage learning techniques in genetic and evolutionary algorithms
15 April 2007Chen, Y.-p., Yu, T.-L., Sastry, K., Goldberg, D. E. (2007). IlliGAL Report No. 2007014. University of Illinois at Urbana-Champaign, Urbana IL. [Full paper - PDF] [Full paper - PS].
