Hierarchical Bayesian Optimization Algorithm: Toward a New Generation of Evolutionary Algorithms(Studies in Fuzziness and Soft Computing)

Series: Studies in Fuzziness and Soft Computing

From Genetic Variation to Probabilistic Modeling.- Probabilistic Model-Building Genetic Algorithms.- Bayesian Optimization Algorithm.- Scalability Analysis.- The Challenge of Hierarchical Difficulty.- Hierarchical Bayesian Optimization Algorithm.- Hierarchical BOA in the Real World.