Kumara Sastry » Technical Reports http://www.illigal.uiuc.edu/web/kumara Member, Illinois Genetic Algorithms Laboratory Sun, 22 Jul 2007 02:56:30 +0000 http://wordpress.org/?v=wordpress-mu-1.2.3-2.2.1 en Single and multiobjective genetic algorithm toolbox for Matlab in C++ http://www.illigal.uiuc.edu/web/kumara/2007/06/11/single-and-multiobjective-genetic-algorithm-toolbox-for-matlab-in-c/ http://www.illigal.uiuc.edu/web/kumara/2007/06/11/single-and-multiobjective-genetic-algorithm-toolbox-for-matlab-in-c/#comments Mon, 11 Jun 2007 19:48:11 +0000 admin http://www.illigal.uiuc.edu/web/kumara/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.illigal.uiuc.edu/web/kumara/2007/06/11/single-and-multiobjective-genetic-algorithm-toolbox-for-matlab-in-c/feed/ Single and Multiobjective Genetic Algorithm Toolbox in C++ http://www.illigal.uiuc.edu/web/kumara/2007/06/11/single-and-multiobjective-genetic-algorithm-toolbox-in-c/ http://www.illigal.uiuc.edu/web/kumara/2007/06/11/single-and-multiobjective-genetic-algorithm-toolbox-in-c/#comments Mon, 11 Jun 2007 19:43:43 +0000 admin http://www.illigal.uiuc.edu/web/kumara/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.illigal.uiuc.edu/web/kumara/2007/06/11/single-and-multiobjective-genetic-algorithm-toolbox-in-c/feed/ Automated alphabet reduction with evolutionary algorithms for protein structure prediction http://www.illigal.uiuc.edu/web/kumara/2007/04/30/automated-alphabet-reduction-with-evolutionary-algorithms-for-protein-structure-prediction/ http://www.illigal.uiuc.edu/web/kumara/2007/04/30/automated-alphabet-reduction-with-evolutionary-algorithms-for-protein-structure-prediction/#comments Mon, 30 Apr 2007 17:28:47 +0000 admin http://www.illigal.uiuc.edu/web/kumara/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].

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]]> http://www.illigal.uiuc.edu/web/kumara/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.illigal.uiuc.edu/web/kumara/2007/04/15/a-survey-of-linkage-learning-techniques-in-genetic-and-evolutionary-algorithms/ http://www.illigal.uiuc.edu/web/kumara/2007/04/15/a-survey-of-linkage-learning-techniques-in-genetic-and-evolutionary-algorithms/#comments Sun, 15 Apr 2007 20:28:18 +0000 admin http://www.illigal.uiuc.edu/web/kumara/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.illigal.uiuc.edu/web/kumara/2007/04/15/a-survey-of-linkage-learning-techniques-in-genetic-and-evolutionary-algorithms/feed/ Influence of selection and replacement strategies on linkage learning in BOA http://www.illigal.uiuc.edu/web/kumara/2007/04/03/influence-of-selection-and-replacement-strategies-on-linkage-learning-in-boa/ http://www.illigal.uiuc.edu/web/kumara/2007/04/03/influence-of-selection-and-replacement-strategies-on-linkage-learning-in-boa/#comments Tue, 03 Apr 2007 18:54:12 +0000 admin http://www.illigal.uiuc.edu/web/kumara/2007/04/03/influence-of-selection-and-replacement-strategies-on-linkage-learning-in-boa/ Lima C. F. Pelikan M. Goldberg D. E. Lobo F. G. Sastry K. Hauschild M. (2007). IlliGAL Report No. 2007013. University of Illinois at Urbana-Champaign, Urbana IL. [Full paper - PDF] [Full paper - PS].

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]]> http://www.illigal.uiuc.edu/web/kumara/2007/04/03/influence-of-selection-and-replacement-strategies-on-linkage-learning-in-boa/feed/ Do not match, inherit: Fitness surrogates for genetics-based machine learning techniques http://www.illigal.uiuc.edu/web/kumara/2007/03/28/do-not-match-inherit-fitness-surrogates-for-genetics-based-machine-learning-techniques/ http://www.illigal.uiuc.edu/web/kumara/2007/03/28/do-not-match-inherit-fitness-surrogates-for-genetics-based-machine-learning-techniques/#comments Wed, 28 Mar 2007 21:05:23 +0000 admin http://www.illigal.uiuc.edu/web/kumara/2007/03/28/do-not-match-inherit-fitness-surrogates-for-genetics-based-machine-learning-techniques/ Llorà X. Sastry K. Yu T.-L. Goldberg D. E. (2007). IlliGAL Report No. 2007011. University of Illinois at Urbana-Champaign, Urbana IL. [Full paper - PDF] [Full paper - PS].

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]]> http://www.illigal.uiuc.edu/web/kumara/2007/03/28/do-not-match-inherit-fitness-surrogates-for-genetics-based-machine-learning-techniques/feed/ Substructrual surrogates for learning decomposable classification problems: Implementation and first results http://www.illigal.uiuc.edu/web/kumara/2007/03/26/substructrual-surrogates-for-learning-decomposable-classification-problems-implementation-and-first-results/ http://www.illigal.uiuc.edu/web/kumara/2007/03/26/substructrual-surrogates-for-learning-decomposable-classification-problems-implementation-and-first-results/#comments Tue, 27 Mar 2007 01:56:19 +0000 admin http://www.illigal.uiuc.edu/web/kumara/2007/03/26/substructrual-surrogates-for-learning-decomposable-classification-problems-implementation-and-first-results/ Orriols-Puig A., Sastry K., Goldberg D. E., Bernadó-Mansilla E. (2007). IlliGAL Report No. 2007010. University of Illinois at Urbana-Champaign, Urbana IL. [Full paper - PDF] [Full paper - PS].

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]]> http://www.illigal.uiuc.edu/web/kumara/2007/03/26/substructrual-surrogates-for-learning-decomposable-classification-problems-implementation-and-first-results/feed/ Extended compact genetic algorithm in matlab http://www.illigal.uiuc.edu/web/kumara/2007/03/22/extended-compact-genetic-algorithm-in-matlab/ http://www.illigal.uiuc.edu/web/kumara/2007/03/22/extended-compact-genetic-algorithm-in-matlab/#comments Fri, 23 Mar 2007 05:17:03 +0000 admin http://www.illigal.uiuc.edu/web/kumara/2007/03/22/extended-compact-genetic-algorithm-in-matlab/ Sastry, K., Orriols-Puig, A. (2007). IlliGAL Report No. 2007009. University of Illinois at Urbana-Champaign, Urbana IL. [Documentation - PDF] [Documentation - PS] [Download source code].

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]]> http://www.illigal.uiuc.edu/web/kumara/2007/03/22/extended-compact-genetic-algorithm-in-matlab/feed/ Towards billion bit optimization via efficient genetic algorithms http://www.illigal.uiuc.edu/web/kumara/2007/02/15/towards-billion-bit-optimization-via-efficient-genetic-algorithms/ http://www.illigal.uiuc.edu/web/kumara/2007/02/15/towards-billion-bit-optimization-via-efficient-genetic-algorithms/#comments Fri, 16 Feb 2007 03:46:55 +0000 admin http://www.illigal.uiuc.edu/web/kumara/2007/02/15/towards-billion-bit-optimization-via-efficient-genetic-algorithms/ Sastry, K., Goldberg, D. E., Llorà, X. (2007). IlliGAL Report No. 2007007. University of Illinois at Urbana-Champaign, Urbana IL. [Full paper - PDF] [Full paper - PS]. [Also see the following paper in the journal complexity].

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]]> http://www.illigal.uiuc.edu/web/kumara/2007/02/15/towards-billion-bit-optimization-via-efficient-genetic-algorithms/feed/ Let’s get ready to rumble redux: Crossover versus mutation head to head on exponentially scaled problems http://www.illigal.uiuc.edu/web/kumara/2007/02/11/lets-get-ready-to-rumble-redux-crossover-versus-mutation-head-to-head-on-exponentially-scaled-problems/ http://www.illigal.uiuc.edu/web/kumara/2007/02/11/lets-get-ready-to-rumble-redux-crossover-versus-mutation-head-to-head-on-exponentially-scaled-problems/#comments Sun, 11 Feb 2007 18:57:21 +0000 admin http://www.illigal.uiuc.edu/web/kumara/2007/02/11/lets-get-ready-to-rumble-redux-crossover-versus-mutation-head-to-head-on-exponentially-scaled-problems/ Sastry, K., Goldberg, D. E. (2007). IlliGAL Report No. 2007005. University of Illinois at Urbana-Champaign, Urbana IL. [Full paper - PDF] [Full paper - PS].

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