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Steen Ingemann / Holm
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Hierarchical Bayesian Optimization Algorithm Judith Riley Steen Ingemann / HolmThis book provides a framework for the design of competent optimization techniques by combining advanced evolutionary algorithms with state of the art machine learning techniques. The primary focus of the book is on two algorithms that replace traditional variation operators of evolutionary algorithms, by learning and sampling Bayesian networks: the Bayesian optimization algorithm (BOA) and the hierarchical BOA (hBOA). They provide a scalable solution
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