Archive for 'Publications' Category

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Enhancing the efficiency of the extended compact genetic algorithm

20 May 2008

Duque, 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 2008

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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Speeding online synthesis via enforced selecto-recombination

6 April 2008

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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Improving small population performance under noise with viral infection + tropism

6 April 2008

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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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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Discovering building blocks for human based genetic algorithms

6 April 2008

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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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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