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Probabilistic model-building GA Martin Pelikan: Tutorial on Probabilistic Model-Building Genetic Algorithms Following Pelikan: Easy problems: Univariate models. → [create PBIL], [create UMDA], [create cGA] Somewhat difficult problems: Bivariate models. → [create MIMIC], [create COMIT], [create BMDA] Difficult problems: Use multivariate models. → BOA, [create EBNA], [create LFDA] Most difficult problems: Use hierarchical decomposition. → [create hBOA] |
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