Kumara Sastry

Archive for 'Genetic and Evolutionary Algorithms' Category

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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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Differential evolution based fuzzy logic controller for non-linear process control

25 January 1999

Sastry, K. K. N., Behera, L., Nagrath, I. J. (1999). Fundamenta Informaticae: Special Issue on Soft Computing, 37(1-2), 121—136.

Testing the validity of logical arguments using genetic algorithms

23 November 1998

Chakraborti, C. Sastry, K. K. N. (1998). Proceedings of the International Conference on Knowledge based Computer Systems (KBCS 98), 117—126.

Genetic algorithms approach for proving logical arguments in natural language

23 June 1998

Chakraborti, C., Sastry, K. K. N. (1998). Genetic Programming 1998: Proceedings of the Third Annual Conference, 463—470.

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