Kumara Sastry » Technical Reports http://www.kumarasastry.com Sun, 11 May 2008 17:12:11 +0000 http://wordpress.org/?v=2.3.3 en Linkage learning, rule representation, and the χ-ary extended compact classifier system http://www.kumarasastry.com/2008/04/06/linkage-learning-rule-representation-and-the-ary-extended-compact-classifier-system/ http://www.kumarasastry.com/2008/04/06/linkage-learning-rule-representation-and-the-ary-extended-compact-classifier-system/#comments Sun, 06 Apr 2008 05:39:48 +0000 Kumara Sastry http://www.kumarasastry.com/2008/04/06/linkage-learning-rule-representation-and-the-ary-extended-compact-classifier-system/ SHARETHIS.addEntry({ title: "Linkage learning, rule representation, and the χ-ary extended compact classifier system", url: "http://www.kumarasastry.com/2008/04/06/linkage-learning-rule-representation-and-the-ary-extended-compact-classifier-system/" }); ]]> 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].
(more…)

ShareThis

]]> http://www.kumarasastry.com/2008/04/06/linkage-learning-rule-representation-and-the-ary-extended-compact-classifier-system/feed/ Speeding online synthesis via enforced selecto-recombination http://www.kumarasastry.com/2008/04/06/speeding-online-synthesis-via-enforced-selecto-recombination/ http://www.kumarasastry.com/2008/04/06/speeding-online-synthesis-via-enforced-selecto-recombination/#comments Sun, 06 Apr 2008 05:32:39 +0000 Kumara Sastry http://www.kumarasastry.com/2008/04/06/speeding-online-synthesis-via-enforced-selecto-recombination/ SHARETHIS.addEntry({ title: "Speeding online synthesis via enforced selecto-recombination", url: "http://www.kumarasastry.com/2008/04/06/speeding-online-synthesis-via-enforced-selecto-recombination/" }); ]]> 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].
(more…)

ShareThis

]]> http://www.kumarasastry.com/2008/04/06/speeding-online-synthesis-via-enforced-selecto-recombination/feed/ Improving small population performance under noise with viral infection + tropism http://www.kumarasastry.com/2008/04/06/improving-small-population-performance-under-noise-with-viral-infection-tropism/ http://www.kumarasastry.com/2008/04/06/improving-small-population-performance-under-noise-with-viral-infection-tropism/#comments Sun, 06 Apr 2008 05:28:10 +0000 Kumara Sastry http://www.kumarasastry.com/2008/04/06/improving-small-population-performance-under-noise-with-viral-infection-tropism/ SHARETHIS.addEntry({ title: "Improving small population performance under noise with viral infection + tropism", url: "http://www.kumarasastry.com/2008/04/06/improving-small-population-performance-under-noise-with-viral-infection-tropism/" }); ]]> 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].

(more…)

ShareThis

]]> http://www.kumarasastry.com/2008/04/06/improving-small-population-performance-under-noise-with-viral-infection-tropism/feed/ Using previous models to bias structural learning in the hierarchical BOA http://www.kumarasastry.com/2008/04/06/using-previous-models-to-bias-structural-learning-in-the-hierarchical-boa/ http://www.kumarasastry.com/2008/04/06/using-previous-models-to-bias-structural-learning-in-the-hierarchical-boa/#comments Sun, 06 Apr 2008 03:27:19 +0000 Kumara Sastry http://www.kumarasastry.com/2008/04/06/using-previous-models-to-bias-structural-learning-in-the-hierarchical-boa/ SHARETHIS.addEntry({ title: "Using previous models to bias structural learning in the hierarchical BOA", url: "http://www.kumarasastry.com/2008/04/06/using-previous-models-to-bias-structural-learning-in-the-hierarchical-boa/" }); ]]> Hauschild, M., Pelikan, M., Sastry, K., Goldberg, D. E. (2008). MEDAL Report No. 2008003. University of Missouri at St. Louis. [Full Paper - PDF].

(more…)

ShareThis

]]> http://www.kumarasastry.com/2008/04/06/using-previous-models-to-bias-structural-learning-in-the-hierarchical-boa/feed/ iBOA: The incremental Bayesian optimization algorithm http://www.kumarasastry.com/2008/04/06/iboa-the-incremental-bayesian-optimization-algorithm/ http://www.kumarasastry.com/2008/04/06/iboa-the-incremental-bayesian-optimization-algorithm/#comments Sun, 06 Apr 2008 03:16:16 +0000 Kumara Sastry http://www.kumarasastry.com/2008/04/06/iboa-the-incremental-bayesian-optimization-algorithm/ SHARETHIS.addEntry({ title: "iBOA: The incremental Bayesian optimization algorithm", url: "http://www.kumarasastry.com/2008/04/06/iboa-the-incremental-bayesian-optimization-algorithm/" }); ]]> Pelikan, M., Sastry, K., Goldberg, D. E. (2008). Medal Report No. 2008002. University of Missouri at St. Louis. [Full Paper - PDF].

(more…)

ShareThis

]]> http://www.kumarasastry.com/2008/04/06/iboa-the-incremental-bayesian-optimization-algorithm/feed/ Genetic algorithms and genetic programming for multiscale modeling: Applications in materials science and chemistry and advances in scalability http://www.kumarasastry.com/2007/09/13/genetic-algorithms-and-genetic-programming-for-multiscale-modeling-applications-in-materials-science-and-chemistry-and-advances-in-scalability/ http://www.kumarasastry.com/2007/09/13/genetic-algorithms-and-genetic-programming-for-multiscale-modeling-applications-in-materials-science-and-chemistry-and-advances-in-scalability/#comments Thu, 13 Sep 2007 02:28:55 +0000 Kumara Sastry http://www.kumarasastry.com/2007/09/13/genetic-algorithms-and-genetic-programming-for-multiscale-modeling-applications-in-materials-science-and-chemistry-and-advances-in-scalability/ SHARETHIS.addEntry({ title: "Genetic algorithms and genetic programming for multiscale modeling: Applications in materials science and chemistry and advances in scalability", url: "http://www.kumarasastry.com/2007/09/13/genetic-algorithms-and-genetic-programming-for-multiscale-modeling-applications-in-materials-science-and-chemistry-and-advances-in-scalability/" }); ]]> 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].

(more…)

ShareThis

]]> http://www.kumarasastry.com/2007/09/13/genetic-algorithms-and-genetic-programming-for-multiscale-modeling-applications-in-materials-science-and-chemistry-and-advances-in-scalability/feed/ Single and multiobjective genetic algorithm toolbox for Matlab in C++ http://www.kumarasastry.com/2007/06/11/single-and-multiobjective-genetic-algorithm-toolbox-for-matlab-in-c/ http://www.kumarasastry.com/2007/06/11/single-and-multiobjective-genetic-algorithm-toolbox-for-matlab-in-c/#comments Mon, 11 Jun 2007 19:48:11 +0000 Kumara Sastry http://kumarasastry.com/?p=264 SHARETHIS.addEntry({ title: "Single and multiobjective genetic algorithm toolbox for Matlab in C++", url: "http://www.kumarasastry.com/2007/06/11/single-and-multiobjective-genetic-algorithm-toolbox-for-matlab-in-c/" }); ]]> Sastry, K. (2007). IlliGAL Report No. 2007017. University of Illinois at Urbana-Champaign, Urbana IL. [Documentation - PDF] [Documentation - PS] [Download source code].

(more…)

ShareThis

]]> http://www.kumarasastry.com/2007/06/11/single-and-multiobjective-genetic-algorithm-toolbox-for-matlab-in-c/feed/ Single and Multiobjective Genetic Algorithm Toolbox in C++ http://www.kumarasastry.com/2007/06/11/single-and-multiobjective-genetic-algorithm-toolbox-in-c/ http://www.kumarasastry.com/2007/06/11/single-and-multiobjective-genetic-algorithm-toolbox-in-c/#comments Mon, 11 Jun 2007 19:43:43 +0000 Kumara Sastry http://kumarasastry.com/?p=263 SHARETHIS.addEntry({ title: "Single and Multiobjective Genetic Algorithm Toolbox in C++", url: "http://www.kumarasastry.com/2007/06/11/single-and-multiobjective-genetic-algorithm-toolbox-in-c/" }); ]]> Sastry, K. (2007). IlliGAL Report No. 2007016. University of Illinois at Urbana-Champaign, Urbana IL. [Documentation - PDF] [Documentation - PS] [Download source code].

(more…)

ShareThis

]]> http://www.kumarasastry.com/2007/06/11/single-and-multiobjective-genetic-algorithm-toolbox-in-c/feed/ Automated alphabet reduction with evolutionary algorithms for protein structure prediction http://www.kumarasastry.com/2007/04/30/automated-alphabet-reduction-with-evolutionary-algorithms-for-protein-structure-prediction/ http://www.kumarasastry.com/2007/04/30/automated-alphabet-reduction-with-evolutionary-algorithms-for-protein-structure-prediction/#comments Mon, 30 Apr 2007 17:28:47 +0000 Kumara Sastry http://kumarasastry.com/?p=252 SHARETHIS.addEntry({ title: "Automated alphabet reduction with evolutionary algorithms for protein structure prediction", url: "http://www.kumarasastry.com/2007/04/30/automated-alphabet-reduction-with-evolutionary-algorithms-for-protein-structure-prediction/" }); ]]> 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].

(more…)

ShareThis

]]> http://www.kumarasastry.com/2007/04/30/automated-alphabet-reduction-with-evolutionary-algorithms-for-protein-structure-prediction/feed/ A survey of linkage learning techniques in genetic and evolutionary algorithms http://www.kumarasastry.com/2007/04/15/a-survey-of-linkage-learning-techniques-in-genetic-and-evolutionary-algorithms/ http://www.kumarasastry.com/2007/04/15/a-survey-of-linkage-learning-techniques-in-genetic-and-evolutionary-algorithms/#comments Sun, 15 Apr 2007 20:28:18 +0000 Kumara Sastry http://kumarasastry.com/?p=250 SHARETHIS.addEntry({ title: "A survey of linkage learning techniques in genetic and evolutionary algorithms", url: "http://www.kumarasastry.com/2007/04/15/a-survey-of-linkage-learning-techniques-in-genetic-and-evolutionary-algorithms/" }); ]]> Chen, 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].

(more…)

ShareThis

]]> http://www.kumarasastry.com/2007/04/15/a-survey-of-linkage-learning-techniques-in-genetic-and-evolutionary-algorithms/feed/