Archive for 'Publications' Category
Enhancing the efficiency of the extended compact genetic algorithm
20 May 2008Duque, T., Goldberg, D. E., Sastry, K. (2008). IlliGAL Report No. 2008006. University of Illinois at Urbana-Champaign, Urbana IL. [Full Paper - PDF] [Full Paper - PS].
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Linkage learning, rule representation, and the χ-ary extended compact classifier system
6 April 2008Llorà, 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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Speeding online synthesis via enforced selecto-recombination
6 April 2008Saruwatari, 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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Improving small population performance under noise with viral infection + tropism
6 April 2008Sato, 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].
Real-coded ECGA for solving decomposable real-valued optimization problems
6 April 2008Li, 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 2008Lima, 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 2008Fossati, 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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Discovering building blocks for human based genetic algorithms
6 April 2008Ueda, 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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Using previous models to bias structural learning in the hierarchical BOA
6 April 2008Hauschild, M., Pelikan, M., Sastry, K., Goldberg, D. E. (2008). MEDAL Report No. 2008003. University of Missouri at St. Louis. [Full Paper - PDF].
iBOA: The incremental Bayesian optimization algorithm
6 April 2008Pelikan, M., Sastry, K., Goldberg, D. E. (2008). Medal Report No. 2008002. University of Missouri at St. Louis. [Full Paper - PDF].
