Archive for 'Estimation of Distribution Algorithms' Category
Limits of scalability of multiobjective estimation of distribution algorithms
5 September 2005Sastry, K., Pelikan, M., Goldberg, D. E. (2005). Proceedings of the Congress on Evolutionary Computation, 3, 2217—2224. [Full paper - PDF] [Full paper - PS] [Presentation slides].
Multiojbective hBOA, clustering, and scalability
24 June 2005Pelikan, M., Sastry, K., Goldberg, D. E. (2005). Proceedings of the Genetic and Evolutionary Computation Conference. 663—670. [Full paper - PDF] [Full paper - PS].
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Sub-structural niching in estimation of distribution algorithms
24 June 2005Sastry, K., Abbass, H. A., Goldberg, D. E., Johnson, D. D. (2005). Proceedings of the Genetic and Evolutionary Computation Conference. 671—678. (Nominated for best paper in EDA track). [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].
Scalability of genetic programming and probabilistic incremental program evolution
24 June 2005Ondas, R., Pelikan, M., Sastry, K. (2005). Proceedings of the Genetic and Evolutionary Computation Conference. 1785—1786. [Preprint arXiv:cs.NE/0502029].
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Sub-structural niching in non-stationary environments
10 December 2004Sastry, K., Abbass, H. A., Goldberg, D. E. (2004). Proceedings of the Australian Artificial Intelligence Conference. 873—885. [Full paper - PDF] [Full paper - PS].
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Oiling the wheels of change: The role of adaptive automatic problem decomposition in non-stationary environments
24 November 2004Abbass, H. A., Sastry, K., Goldberg, D. E. (2004). IlliGAL report no. 2004029. University of Illinois at Urbana-Champaign. [Full paper - PDF] [Full paper - PS].
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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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