Kumara Sastry

Archive for 'Genetic and Evolutionary Algorithms' Category

Generator and interface for random decomposable problems in C

8 April 2006

Pelikan, M., Sastry, K., Butz, M. V., Goldberg, D. E. (2006). MEDAL report no. 2006003. University of Missouri-St. Louis. [Documentation - PDF] [Download source code] .

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Population sizing to go: Online adaptation using noise and substructural measurement

20 March 2006

Yu, T.-L., Sastry, K., Goldberg, D. E. (In preparation). In Lobo, F., Lima, C., Michalewicz, Z. (Eds.), Parameter Settings in Evolutionary Algorithms.

Fluctuating crosstalk as a source of deterministic noise and its effects on GA scalability

17 December 2005

Sastry, K., Winward, P., Goldberg, D. E., Lima, C. F. (2006). Applications of Evolutionary Computing EvoWorkshops2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoInteraction, EvoMUSART, EvoSTOCK. 740—751. [Full paper - PDF] [Full paper - PS].
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Genetic algorithms: A tutorial

24 November 2005

Sastry, K., Goldberg, D.E., Kendall, G. (2005). In Burke, E. and Kendall, G. (Eds), Introductory Tutorials in Optimization, Search and Decision Support Methodologies. Berlin: Springer.

Online population size adjusting using noise and substructural measurements

5 September 2005

Yu, 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].

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Inducing sequentiality using grammatical genetic codes

24 June 2004

Ohnishi, K., Sastry, K., Chen, Y.-p., Goldberg, D. E. (2004). Proceedings of the Genetic and Evolutionary Computation Conference, 2 , 48—59. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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Let’s get ready to rumble: Crossover versus mutation head to head

24 June 2004

Sastry, K., Goldberg, D. E. (2004). Proceedings of the Genetic and Evolutionary Computation Conference, 2 , 126—137. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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Discovering deep building blocks for competent genetic algorithms using chance discovery via KeyGraphs

24 August 2003

Goldberg, 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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Analysis of mixing in genetic algorithms: A survey

1 August 2002

Sastry, K., Goldberg, D. E. (2002). IlliGAL report no. 2002012. University of Illinois at Urbana-Champaign. [Full paper - PDF] [Full paper - PS] [Presentation slides].

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Estimation of heat transfer parameters using differential evolution and orthogonal collocation

1 September 1999

Babu, B.V., Sastry, K. K. N. (1999). Computers and Chemical Engineering, 23, 327—339.
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