Kumara Sastry

Archive for 2001

Evolutionary algorithms + graphical models = scalable black-box optimization

1 December 2001

Pelikan, M., Sastry, K., Goldberg, D. E. (2001). IlliGAL report no. 2001029. University of Illinois at Urbana-Champaign. [Full paper - PDF] [Full paper - PS].
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Modeling tournament selection with replacement using apparent added noise

5 November 2001

Sastry, K., Goldberg, D. E. (2001). Intelligent Engineering Systems Through Artificial Neural Networks, 11, 129—134. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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Linkage learning in real-coded GAs with simplex crossover

10 September 2001

Tsutsui, S., Goldberg, D. E., Sastry, K. (2001). Proceedings of the 5th International Conference on Artificial Evolution, 51—58. [Full paper - PDF] [Full paper - PS].
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Efficient cluster optimization using a hybrid extended compact genetic algorithm with a seeded population

12 July 2001

Sastry, K. (2001). Workshop Proceedings of the Genetic and Evolutionary Computation Conference, 222—225. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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Don’t evaluate, inherit

12 July 2001

Sastry, K., Goldberg, D. E., Pelikan, M. (2001). Proceedings of the Genetic and Evolutionary Computation Conference, 551—558. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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On the supply of building blocks

12 July 2001

Goldberg, D. E., Sastry, K., Latoza, T. (2001). Proceedings of the Genetic and Evolutionary Computation Conference, 336—342. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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A practical schema theorem for genetic algorithm design and tuning

12 July 2001

Goldberg, D. E., Sastry, K. (2001). Proceedings of the Genetic and Evolutionary Computation Conference, 328—335. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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Bayesian optimization algorithm, decision graphs, and Occam’s razor

12 July 2001

Pelikan, M., Goldberg, D. E., Sastry, K. (2001). Proceedings of the Genetic and Evolutionary Computation Conference, 519—526. [Full paper - PDF] [Full paper - PS].
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Silicon cluster optimization using extended compact genetic algorithm

25 March 2001

Sastry, K., Xiao, G. (2001). IlliGAL report no. 2001016. University of Illinois at Urbana-Champaign. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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