Kumara Sastry » Publications 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].
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]]> 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].
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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/ 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/ 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].

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]]> 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].

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]]> http://www.kumarasastry.com/2008/04/06/iboa-the-incremental-bayesian-optimization-algorithm/feed/ Sporadic model building for efficiency enhancement of the hierarchical BOA http://www.kumarasastry.com/2008/04/06/sporadic-model-building-for-efficiency-enhancement-of-the-hierarchical-boa/ http://www.kumarasastry.com/2008/04/06/sporadic-model-building-for-efficiency-enhancement-of-the-hierarchical-boa/#comments Sun, 06 Apr 2008 03:08:15 +0000 Kumara Sastry http://www.kumarasastry.com/2008/04/06/sporadic-model-building-for-efficiency-enhancement-of-the-hierarchical-boa/ SHARETHIS.addEntry({ title: "Sporadic model building for efficiency enhancement of the hierarchical BOA", url: "http://www.kumarasastry.com/2008/04/06/sporadic-model-building-for-efficiency-enhancement-of-the-hierarchical-boa/" }); ]]> Pelikan, M., Sastry, K., Goldberg, D. E. (2008). Genetic Programming and Evolvable Machines, 9(1). 53–84. [Preprint: MEDAL report no. 2007009] [Full paper - DOI].

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