Space Complexity of Estimation of Distribution Algorithms
Space Complexity of Estimation of Distribution Algorithms is a scholarly work, published in 2005 in ''Evolutionary Computation''. The main subjects of the publication include evolutionary algorithm, Bayesian network, computational complexity theory, Estimation of distribution algorithm, swarm intelligence, computer science, genetic algorithm, mathematical optimization, space, genetic programming, mathematics, distribution, multi-objective optimization, algorithm, and EDAS. In this paper, authors investigate the space complexity of the Estimation of Distribution Algorithms (EDAs), a class of sampling-based variants of the genetic algorithm.