Kumara Sastry » Genetic and Evolutionary Algorithms http://www.kumarasastry.com Mon, 05 May 2008 05:04:12 +0000 http://wordpress.org/?v=2.3.3 en 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].
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]]> 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].

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]]> http://www.kumarasastry.com/2008/04/06/improving-small-population-performance-under-noise-with-viral-infection-tropism/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/ 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/ 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/ 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].

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]]> 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].

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]]> http://www.kumarasastry.com/2007/06/11/single-and-multiobjective-genetic-algorithm-toolbox-in-c/feed/ Optimization of semiempirical quantum chemisty methods via multiobjective genetic algorithms: Accurate photochemistry for larger molecules and longer time scales http://www.kumarasastry.com/2007/06/04/optimization-of-semiempirical-quantum-chemisty-methods-via-multiobjective-genetic-algorithms-accurate-photochemistry-for-larger-molecules-and-longer-time-scales/ http://www.kumarasastry.com/2007/06/04/optimization-of-semiempirical-quantum-chemisty-methods-via-multiobjective-genetic-algorithms-accurate-photochemistry-for-larger-molecules-and-longer-time-scales/#comments Mon, 04 Jun 2007 17:06:33 +0000 Kumara Sastry http://kumarasastry.com/?p=262 SHARETHIS.addEntry({ title: "Optimization of semiempirical quantum chemisty methods via multiobjective genetic algorithms: Accurate photochemistry for larger molecules and longer time scales", url: "http://www.kumarasastry.com/2007/06/04/optimization-of-semiempirical-quantum-chemisty-methods-via-multiobjective-genetic-algorithms-accurate-photochemistry-for-larger-molecules-and-longer-time-scales/" }); ]]> Sastry, K., Johnson, D. D., Thompson, A. L., Goldberg, D. E., Martinez, T. J., Leiding, J., Owens, J. (2007). Materials and Manufacturing Processes, 22(5), 553-561. [Full Paper - DOI]

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]]> http://www.kumarasastry.com/2007/06/04/optimization-of-semiempirical-quantum-chemisty-methods-via-multiobjective-genetic-algorithms-accurate-photochemistry-for-larger-molecules-and-longer-time-scales/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].

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]]> http://www.kumarasastry.com/2007/04/15/a-survey-of-linkage-learning-techniques-in-genetic-and-evolutionary-algorithms/feed/ Analysis of ideal recombination on random decomposable problems http://www.kumarasastry.com/2006/04/08/analysis-of-ideal-recombination-on-random-decomposable-problems/ http://www.kumarasastry.com/2006/04/08/analysis-of-ideal-recombination-on-random-decomposable-problems/#comments Sat, 08 Apr 2006 18:39:58 +0000 Kumara Sastry http://kumarasastry.com/?p=179 SHARETHIS.addEntry({ title: "Analysis of ideal recombination on random decomposable problems", url: "http://www.kumarasastry.com/2006/04/08/analysis-of-ideal-recombination-on-random-decomposable-problems/" }); ]]> 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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