Archive for 'Competent GAs' Category
A survey of linkage learning techniques in genetic and evolutionary algorithms
15 April 2007Chen, 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].
Efficiency enhancement of estimation of distribution algorithms
29 July 2006Sastry, K. (2006). Presentation at MEDAL gathering on evolutionary computation. Download presentation slides.
Population sizing to go: Online adaptation using noise and substructural measurement
20 March 2006Yu, T.-L., Sastry, K., Goldberg, D. E. (In preparation). In Lobo, F., Lima, C., Michalewicz, Z. (Eds.), Parameter Settings in Evolutionary Algorithms.
Online population size adjusting using noise and substructural measurements
5 September 2005Yu, T.-L., Sastry, K., Goldberg, D. E. (2005). Proceedings of the Congress on Evolutionary Computation Conference, 3, 2491—2498. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Linkage learning, overlapping building blocks, and a systematic strategy for scalable recombination
24 June 2005Yu, T.-L., Sastry, K., Goldberg, D. E. (2005). Proceedings of the Genetic and Evolutionary Computation Conference. 1217—1224. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Discovering deep building blocks for competent genetic algorithms using chance discovery via KeyGraphs
24 August 2003Goldberg, D. E., Sastry, K., Ohsawa, Y. (2003). In Ohsawa, Y., McBurney, P. (Eds.), Chance Discovery. 276—302. Berlin: Springer-Verlag. [Full paper - PDF] [Full paper - PS].
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