Archive for 'Genetic and Evolutionary Algorithm Theory' Category
Population sizing for genetic programming based upon decision making
12 September 2004Sastry, K., O’Reilly, U.-M., Goldberg, D. E. (2004). Genetic Programming Theory and Practice II. 49—66. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Let’s get ready to rumble: Crossover versus mutation head to head
24 June 2004Sastry, K., Goldberg, D. E. (2004). Proceedings of the Genetic and Evolutionary Computation Conference, 2 , 126—137. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Scalability of the Bayesian optimization algorithm
24 November 2003Pelikan, M., Sastry, K., Goldberg, D. E. (2003). International Journal of Approximate Reasoning, 31(3), 221—258. [Full paper - PDF] [Full paper - PS].
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Scalability of selectorecombinative genetic algorithms for problems with tight linkage
24 June 2003Sastry, K., Goldberg, D. E. (2003). Proceedings of the Genetic and Evolutionary Computation Conference. 1332—1334. (Nominated for best paper in GA track). [Full paper - PDF] [Full paper - PS] [Presentation slides].
How well does a single-point crossover mix building blocks with tight linkage?
1 November 2002Sastry, K., Goldberg, D. E. (2002). Proceedings of the International Symposium on Computer and Information Science. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Genetic algorithms, efficiency enhancement, and deciding well with fitness functions with differing bias values
24 June 2002Sastry, K., Goldberg, D. E. (2002). Proceedings of the Genetic and Evolutionary Computation Conference. 536—543. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Genetic algorithms, efficiency enhancement, and deciding well with fitness functions with differing variances
24 June 2002Sastry, K., Goldberg, D. E. (2002). Proceedings of the Genetic and Evolutionary Computation Conference. 528—535. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Evaluation-relaxation schemes for genetic and evolutionary algorithms
12 January 2002Sastry, K. (2002). . Master’s Thesis. Department of General Engineering. University of Illinois at Urbana-Champaign, Urbana, IL. [Full text - PDF] [Full text - PS].
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Evolutionary algorithms + graphical models = scalable black-box optimization
1 December 2001Pelikan, 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 2001Sastry, K., Goldberg, D. E. (2001). Intelligent Engineering Systems Through Artificial Neural Networks, 11, 129—134. [Full paper - PDF] [Full paper - PS] [Presentation slides].
