Archive for 'Principled Efficiency Enhancement Techniques' Category
Principled efficiency enhancement techniques
24 November 2005Sastry, K. (2005). Tutorial at the 2005 Genetic and Evolutionary Computation Conference. Download tutorial slides.
Combating user fatigue in iGAs: Partial ordering, support vector machines, and synthetic fitness
24 June 2005Llorà, X., Sastry, K., Goldberg, D. E., Gupta, A., Lakshmi, L. (2005). Proceedings of the Genetic and Evolutionary Computation Conference. 1363—1370. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Combining Competent Crossover and Mutation Operators: A Probabilistic Model Building Approach
24 June 2005Lima, C., Sastry, K., Goldberg, D. E., Lobo, F. (2005). Proceedings of the Genetic and Evolutionary Computation Conference. 735—742. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Efficiency enhancement of probabilistic model building genetic algorithms
24 June 2004Sastry, K., Pelikan, M., Goldberg, D. E. (2004). Optimization by Building and Using Probabilistic Models: Workshop at the Genetic and Evolutionary Computation Conference. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Efficiency enhancement of genetic algorithms via building-block-wise fitness estimation
24 June 2004Sastry, K., Pelikan, M., Goldberg, D. E. (2004). Proceedings of the IEEE Conference on Evolutionary Computation. 720—727. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Fitness inheritance in the Bayesian optimization algorithm
24 June 2004Pelikan, M., Sastry, K. (2004). Proceedings of the Genetic and Evolutionary Computation Conference, 2 , 48—59. [Full paper - PDF] [Full paper - PS].
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Designing competent mutation operators via probabilistic model building of neighborhoods
24 June 2004Sastry, K., Goldberg, D. E. (2004). Proceedings of the Genetic and Evolutionary Computation Conference, 2 , 114—125. [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].
Optimal sampling and speed-up for genetic algorithms on the sampled OneMax problem
24 June 2003Yu, T.-L., Goldberg, D. E., Sastry, K. (2003). Proceedings of the Genetic and Evolutionary Computation Conference. 1554—1565. [Full paper - PDF] [Full paper - PS].
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Fitness inheritance in multi-objective optimization
24 June 2002Chen, J.-H., Goldberg, D. E., Ho, S.-Y., Sastry, K. (2002). Proceedings of the Genetic and Evolutionary Computation Conference. 319—326. [Full paper - PDF] [Full paper - PS].
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