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Effective and Reliable Online Classification Combining XCS with EDA Mechanisms

, , , and . Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications, Springer-Verlag, Berlin Heidelberg, (2006)

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A Survey of Optimization by Building and Using Probabilistic Models, , , , , and . Computational Optimization and Applications, (1999)Time Complexity of genetic algorithms on exponentially scaled problems., , and . GECCO, page 151-158. Morgan Kaufmann, (2000)Analyzing the evolutionary pressures in XCS, and . Genetic and Evolutionary Computation Conference, GECCO 2001, (2001)Hierarchical Bayesian Optimization Algorithm: Toward a New Generation of Evolutionary Algorithms. Studies in Fuzziness and Soft Computing Springer, (2005)Sporadic model building for efficiency enhancement of the hierarchical BOA., , and . Genet. Program. Evolvable Mach., 9 (1): 53-84 (2008)Hierarchical BOA, Cluster Exact Approximation, and Ising Spin Glasses., , and . PPSN, volume 4193 of Lecture Notes in Computer Science, page 122-131. Springer, (2006)Influence of selection and replacement strategies on linkage learning in BOA., , , , , and . IEEE Congress on Evolutionary Computation, page 1083-1090. IEEE, (2007)Computational Complexity and Simulation of Rare Events of Ising Spin Glasses., , , , and . GECCO (2), volume 3103 of Lecture Notes in Computer Science, page 36-47. Springer, (2004)Hierarchical BOA Solves Ising Spin Glasses and MAXSAT., and . GECCO, volume 2724 of Lecture Notes in Computer Science, page 1271-1282. Springer, (2003)Hierarchical Bayesian Optimization Algorithm., and . Scalable Optimization via Probabilistic Modeling, volume 33 of Studies in Computational Intelligence, Springer, (2006)