hBOA

GPTKB entity

Statements (19)
Predicate Object
gptkbp:instanceOf gptkb:algorithm
gptkbp:application combinatorial optimization
optimization problems
function optimization
gptkbp:basedOn gptkb:Bayesian_networks
gptkbp:developedBy gptkb:Martin_Pelikan
gptkbp:field gptkb:machine_learning
gptkb:evolutionary_computation
gptkbp:fullName gptkb:Hierarchical_Bayesian_Optimization_Algorithm
https://www.w3.org/2000/01/rdf-schema#label hBOA
gptkbp:introducedIn 1999
gptkbp:notablePublication Pelikan, Goldberg, Lobo (1999), 'A Survey of Optimization by Building and Using Probabilistic Models'
gptkbp:relatedTo gptkb:genetic_algorithms
probabilistic model-building genetic algorithms
gptkbp:type estimation of distribution algorithm
gptkbp:uses probabilistic modeling
hierarchical problem decomposition
gptkbp:bfsParent gptkb:Hierarchical_Bayesian_Optimization_Algorithm
gptkbp:bfsLayer 7