Kumara Sastry » Conference Proceedings http://www.kumarasastry.com Mon, 05 May 2008 05:04:12 +0000 http://wordpress.org/?v=2.3.3 en Real-coded ECGA for solving decomposable real-valued optimization problems http://www.kumarasastry.com/2008/04/06/real-coded-ecga-for-solving-decomposable-real-valued-optimization-problems/ http://www.kumarasastry.com/2008/04/06/real-coded-ecga-for-solving-decomposable-real-valued-optimization-problems/#comments Sun, 06 Apr 2008 04:33:28 +0000 Kumara Sastry http://www.kumarasastry.com/2008/04/06/real-coded-ecga-for-solving-decomposable-real-valued-optimization-problems/ SHARETHIS.addEntry({ title: "Real-coded ECGA for solving decomposable real-valued optimization problems", url: "http://www.kumarasastry.com/2008/04/06/real-coded-ecga-for-solving-decomposable-real-valued-optimization-problems/" }); ]]> Li, M., Goldberg, D. E., Sastry, K., Yu, T.-L. (2007). Proceedings of the 2007 IEEE Congress on Evolutionary Computation (CEC 2007). 2194–2201. [Full Paper].
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]]> http://www.kumarasastry.com/2008/04/06/real-coded-ecga-for-solving-decomposable-real-valued-optimization-problems/feed/ Influence of selection and replacement strategies on linkage learning in BOA http://www.kumarasastry.com/2008/04/06/influence-of-selection-and-replacement-strategies-on-linkage-learning-in-boa-2/ http://www.kumarasastry.com/2008/04/06/influence-of-selection-and-replacement-strategies-on-linkage-learning-in-boa-2/#comments Sun, 06 Apr 2008 04:28:54 +0000 Kumara Sastry http://www.kumarasastry.com/2008/04/06/influence-of-selection-and-replacement-strategies-on-linkage-learning-in-boa-2/ SHARETHIS.addEntry({ title: "Influence of selection and replacement strategies on linkage learning in BOA", url: "http://www.kumarasastry.com/2008/04/06/influence-of-selection-and-replacement-strategies-on-linkage-learning-in-boa-2/" }); ]]> Lima, C. F., Pelikan, M., Goldberg, D. E., Lobo, F. G., Sastry, K., Hauschild, M. (2007). Proceedings of the 2007 IEEE Congress on Evolutionary Computation (CEC 2007). 1083–1090. [Full Paper].
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]]> http://www.kumarasastry.com/2008/04/06/influence-of-selection-and-replacement-strategies-on-linkage-learning-in-boa-2/feed/ A simple real-coded extended compact genetic algorithm http://www.kumarasastry.com/2008/04/06/a-simple-real-coded-extended-compact-genetic-algorithm/ http://www.kumarasastry.com/2008/04/06/a-simple-real-coded-extended-compact-genetic-algorithm/#comments Sun, 06 Apr 2008 04:24:33 +0000 Kumara Sastry http://www.kumarasastry.com/2008/04/06/a-simple-real-coded-extended-compact-genetic-algorithm/ SHARETHIS.addEntry({ title: "A simple real-coded extended compact genetic algorithm", url: "http://www.kumarasastry.com/2008/04/06/a-simple-real-coded-extended-compact-genetic-algorithm/" }); ]]> Fossati, L., Lanzi, P. L., Sastry, K., Goldberg, D. E., Gomez, O. (2007). Proceedings of the 2007 IEEE Congress on Evolutionary Computation (CEC 2007). 342–348. [Full Paper].
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]]> http://www.kumarasastry.com/2008/04/06/a-simple-real-coded-extended-compact-genetic-algorithm/feed/ Discovering building blocks for human based genetic algorithms http://www.kumarasastry.com/2008/04/06/discovering-building-blocks-for-human-based-genetic-algorithms/ http://www.kumarasastry.com/2008/04/06/discovering-building-blocks-for-human-based-genetic-algorithms/#comments Sun, 06 Apr 2008 04:01:19 +0000 Kumara Sastry http://www.kumarasastry.com/2008/04/06/discovering-building-blocks-for-human-based-genetic-algorithms/ SHARETHIS.addEntry({ title: "Discovering building blocks for human based genetic algorithms", url: "http://www.kumarasastry.com/2008/04/06/discovering-building-blocks-for-human-based-genetic-algorithms/" }); ]]> Ueda, T., Yasui, N. I., Llorà, X., Sastry, K. Goldberg, D. E. (2008). Smart Systems Engineering: Computational Intelligence in Architecting Complex Engineering Systems (ANNIE 2007). [First Runner Up, Theoretical Developments in Computational Intelligence] [Preprint: IlliGAL Report No. 2007020].
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]]> http://www.kumarasastry.com/2008/04/06/discovering-building-blocks-for-human-based-genetic-algorithms/feed/ Towards billion bit optimization via parallel estimation of distribution algorithm http://www.kumarasastry.com/2007/07/14/towards-billion-bit-optimization-via-parallel-estimation-of-distribution-algorithm/ http://www.kumarasastry.com/2007/07/14/towards-billion-bit-optimization-via-parallel-estimation-of-distribution-algorithm/#comments Sat, 14 Jul 2007 14:49:00 +0000 Kumara Sastry http://kumarasastry.com/?p=277 SHARETHIS.addEntry({ title: "Towards billion bit optimization via parallel estimation of distribution algorithm", url: "http://www.kumarasastry.com/2007/07/14/towards-billion-bit-optimization-via-parallel-estimation-of-distribution-algorithm/" }); ]]> Sastry, K., Goldberg, D. E., Llorà, X. (2007). Proceedings of the 2007 Genetic and Evolutionary Computation Conference (GECCO 2007). 577–584. [Best paper in Estimation of Distribution Algorithms track] [Preprint: IlliGAL report no. 2007007] [Full paper - DOI] [Presentation Slides].

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]]> http://www.kumarasastry.com/2007/07/14/towards-billion-bit-optimization-via-parallel-estimation-of-distribution-algorithm/feed/ Empirical Analysis of ideal recombination on random decomposable problems http://www.kumarasastry.com/2007/07/14/empirical-analysis-of-ideal-recombination-on-random-decomposable-problems/ http://www.kumarasastry.com/2007/07/14/empirical-analysis-of-ideal-recombination-on-random-decomposable-problems/#comments Sat, 14 Jul 2007 14:36:06 +0000 Kumara Sastry http://kumarasastry.com/?p=276 SHARETHIS.addEntry({ title: "Empirical Analysis of ideal recombination on random decomposable problems", url: "http://www.kumarasastry.com/2007/07/14/empirical-analysis-of-ideal-recombination-on-random-decomposable-problems/" }); ]]> Sastry, K., Pelikan, M., Goldberg, D. E. (2007). Proceedings of the 2007 Genetic and Evolutionary Computation Conference (GECCO 2007). 1388–1395. [Nominated for best paper in Genetic Algorithms track] [Preprint: IlliGAL report no. 2006016] [Full paper - DOI] [Presentation slides].

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]]> http://www.kumarasastry.com/2007/07/14/empirical-analysis-of-ideal-recombination-on-random-decomposable-problems/feed/ Automated alphabet reduction method with evolutionary algorithms for protein structure prediction http://www.kumarasastry.com/2007/07/14/automated-alphabet-reduction-method-with-evolutionary-algorithms-for-protein-structure-prediction/ http://www.kumarasastry.com/2007/07/14/automated-alphabet-reduction-method-with-evolutionary-algorithms-for-protein-structure-prediction/#comments Sat, 14 Jul 2007 14:24:26 +0000 Kumara Sastry http://kumarasastry.com/?p=275 SHARETHIS.addEntry({ title: "Automated alphabet reduction method with evolutionary algorithms for protein structure prediction", url: "http://www.kumarasastry.com/2007/07/14/automated-alphabet-reduction-method-with-evolutionary-algorithms-for-protein-structure-prediction/" }); ]]> Bacardit, J., Stout, M., Hirst, J. D., Sastry, K., Llorà, X., Krasnogor, N. (2007). Proceedings of the 2007 Genetic and Evolutionary Computation Conference (GECCO 2007). 346–353. [Bronze “Humies” award at the Human Competitive Results Competition] [Preprint: IlliGAL report no. 2007015] [Full paper - DOI].

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]]> http://www.kumarasastry.com/2007/07/14/automated-alphabet-reduction-method-with-evolutionary-algorithms-for-protein-structure-prediction/feed/ Population sizing for entropy-based model building in genetic algorithms http://www.kumarasastry.com/2007/07/14/population-sizing-for-entropy-based-model-building-in-genetic-algorithms-2/ http://www.kumarasastry.com/2007/07/14/population-sizing-for-entropy-based-model-building-in-genetic-algorithms-2/#comments Sat, 14 Jul 2007 14:15:10 +0000 Kumara Sastry http://kumarasastry.com/?p=274 SHARETHIS.addEntry({ title: "Population sizing for entropy-based model building in genetic algorithms", url: "http://www.kumarasastry.com/2007/07/14/population-sizing-for-entropy-based-model-building-in-genetic-algorithms-2/" }); ]]> Yu, T.-L., Sastry, K., Goldberg, D. E., Pelikan, M. (2007). Proceedings of the 2007 Genetic and Evolutionary Computation Conference (GECCO 2007). 601–608. [Nominated for the best paper award in Estimation of Distribution Algorithms track] [Preprint: IlliGAL report no. 2006020] [Full paper - DOI] [Presentation slides].

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]]> http://www.kumarasastry.com/2007/07/14/population-sizing-for-entropy-based-model-building-in-genetic-algorithms-2/feed/ Let’s get ready to rumble redux: Crossover versus mutation head to head on exponentially scaled problems http://www.kumarasastry.com/2007/07/13/lets-get-ready-to-rumble-redux-crossover-versus-mutation-head-to-head-on-exponentially-scaled-problems-2/ http://www.kumarasastry.com/2007/07/13/lets-get-ready-to-rumble-redux-crossover-versus-mutation-head-to-head-on-exponentially-scaled-problems-2/#comments Sat, 14 Jul 2007 03:06:50 +0000 Kumara Sastry http://kumarasastry.com/?p=273 SHARETHIS.addEntry({ title: "Let’s get ready to rumble redux: Crossover versus mutation head to head on exponentially scaled problems", url: "http://www.kumarasastry.com/2007/07/13/lets-get-ready-to-rumble-redux-crossover-versus-mutation-head-to-head-on-exponentially-scaled-problems-2/" }); ]]> Sastry, K., Goldberg, D. E. (2007). Proceedings of the 2007 Genetic and Evolutionary Computation Conference (GECCO 2007). 1380–1387. [Preprint: IlliGAL report no. 2007005] [Full paper - DOI] [Presentation slides].

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]]> http://www.kumarasastry.com/2007/07/13/lets-get-ready-to-rumble-redux-crossover-versus-mutation-head-to-head-on-exponentially-scaled-problems-2/feed/ Modeling selection pressure in XCS for proportionate and tournament selection http://www.kumarasastry.com/2007/07/13/modeling-selection-pressure-in-xcs-for-proportionate-and-tournament-selection-2/ http://www.kumarasastry.com/2007/07/13/modeling-selection-pressure-in-xcs-for-proportionate-and-tournament-selection-2/#comments Sat, 14 Jul 2007 02:15:34 +0000 Kumara Sastry http://kumarasastry.com/?p=272 SHARETHIS.addEntry({ title: "Modeling selection pressure in XCS for proportionate and tournament selection", url: "http://www.kumarasastry.com/2007/07/13/modeling-selection-pressure-in-xcs-for-proportionate-and-tournament-selection-2/" }); ]]> Orriols-Puig, A., Sastry, K., Lanzi, P. L., Goldberg, D. E., Bernadó-Mansilla, E. (2007). Proceedings of the 2007 Genetic and Evolutionary Computation Conference (GECCO 2007). 1846–1853. [Preprint: IlliGAL report no. 2007004] [Full paper - DOI] [Presentation slides].

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