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Mathematical optimization / Estimation of distribution algorithm / Evolutionary computation / Cybernetics / Operations research / Genetic algorithm / Algorithm / Bayesian network / Combinatorial optimization / Mathematics / Applied mathematics / Theoretical computer science


BOA: The Bayesian Optimization Algorithm Martin Pelikan, David E. Goldberg, and Erick Cant´ u-Paz Illinois Genetic Algorithms Laboratory Department of General Engineering
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Document Date: 2007-07-17 16:58:44


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Urbana / Redmond / Leuven / San Mateo / Pittsburgh / /

Company

Strategic Decisions Group / U.S. Army Research Laboratory / Illinois Genetic Algorithms Laboratory / Microsoft / /

Country

Belgium / /

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Facility

By building / Carnegie Mellon University / U.S. Army Research Laboratory / University of Illinois / General Engineering University of Illinois / /

IndustryTerm

blind random search / univariate marginal distribution algorithm / optimization algorithm / good solutions / local search / search procedure / prior network / empty network / factorized distribution algorithm / linkage learning genetic algorithm / higher order partial solutions / generated network / search algorithm / messy genetic algorithm / important partial solutions / possible networks / polynomial algorithm / incremental algorithm / genetic algorithm / described greedy algorithm / greedy algorithm / compact genetic algorithm / neural information processing systems / genetic algorithms / optimization tool / bivariate marginal distribution algorithm / candidate solutions / individual solutions / non-linearity checking genetic algorithm / partial solutions / search space / identified partial solutions / genetic search / /

Organization

Scientific Grant Agency of Slovak Republic / U.S. Government / Erick Cant´ u-Paz Illinois Genetic Algorithms Laboratory Department / Air Force Materiel Command / University of Illinois / United States Army / FDA / Carnegie Mellon University / Air Force office of Scientific Research / Air Force / Force of Scientific Research / Katholieke Universiteit Leuven / /

Person

David E. Goldberg / Nat / Martin Pelikan / Algorithm Martin Pelikan / Ole J. Mengshoel / Morgan Kaufmann / David Heckerman / Erick Cant / /

ProvinceOrState

Illinois / Georgia / /

PublishedMedium

Machine Learning / Complex Systems / /

Technology

Messy genetic algorithms / linkage learning genetic algorithm / bivariate marginal distribution algorithm / 2 BACKGROUND Genetic algorithms / compared algorithms / distribution algorithm / search algorithm / described greedy algorithm / genetic algorithm / Machine Learning / polynomial algorithm / messy genetic algorithm / Neural Network / proposed algorithm / Bayesian Optimization Algorithm / gene expression / 3 BAYESIAN OPTIMIZATION ALGORITHM / non-linearity checking genetic algorithm / univariate marginal distribution algorithm / factorized distribution algorithm / recombination / compact genetic algorithm / incremental algorithm / population-based MIMIC algorithm / UMDA algorithms / /

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