Archive for 'Competent GAs' Category

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Real-coded ECGA for solving decomposable real-valued optimization problems

6 April 2008

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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Influence of selection and replacement strategies on linkage learning in BOA

6 April 2008

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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A simple real-coded extended compact genetic algorithm

6 April 2008

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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Using previous models to bias structural learning in the hierarchical BOA

6 April 2008

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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iBOA: The incremental Bayesian optimization algorithm

6 April 2008

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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Sporadic model building for efficiency enhancement of the hierarchical BOA

6 April 2008

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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Towards billion bit optimization via parallel estimation of distribution algorithm

14 July 2007

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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Automated alphabet reduction method with evolutionary algorithms for protein structure prediction

14 July 2007

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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Analyzing probabilistic models in hierarchical BOA on traps and spin glasses

13 July 2007

Hauschild, M., Pelikan, M., Lima, C. F., Sastry, K. (2007). Proceedings of the 2007 Genetic and Evolutionary Computation Conference (GECCO 2007). 523–530. [Preprint: Medal report no. 2007001] [Full paper – DOI] [Download presentation slides].




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Scalability of a hybrid extended compact genetic algorithm for ground state optimization of clusters

4 June 2007

Sastry, K., Goldberg, D. E., Johnson, D. D. (2007). Materials and Manufacturing Processes, 22(5), 570-576. [Full Paper – DOI].

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Page 1 of 212