A Java Implementation of the SGA, UMDA, ECGA, and HBOA

26 Jun 2015José C. PereiraFernando G. Lobo

The Simple Genetic Algorithm, the Univariate Marginal Distribution Algorithm, the Extended Compact Genetic Algorithm, and the Hierarchical Bayesian Optimization Algorithm are all well known Evolutionary Algorithms. In this report we present a Java implementation of these four algorithms with detailed instructions on how to use each of them to solve a given set of optimization problems... (read more)

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