The BOBYQA algorithm for bound constrained optimization without derivatives (Powell, 2009)

GPTKB entity

Statements (25)
Predicate Object
gptkbp:instanceOf gptkb:algorithm
gptkbp:abbreviation gptkb:BOBYQA
gptkbp:application nonlinear optimization
gptkbp:approach quadratic approximation
gptkbp:author gptkb:Michael_J._D._Powell
gptkbp:category mathematical optimization algorithm
gptkbp:citation Powell, M.J.D. (2009). The BOBYQA algorithm for bound constrained optimization without derivatives. Technical Report DAMTP 2009/NA06, University of Cambridge.
gptkbp:field numerical optimization
derivative-free optimization
gptkbp:fullName gptkb:Bound_Optimization_BY_Quadratic_Approximation
https://www.w3.org/2000/01/rdf-schema#label The BOBYQA algorithm for bound constrained optimization without derivatives (Powell, 2009)
gptkbp:input objective function
variable bounds
gptkbp:language gptkb:Fortran
gptkbp:openSource gptkb:SciPy
gptkb:NLopt
gptkbp:optimizedFor bound constrained
gptkbp:output approximate minimizer
gptkbp:publicationYear 2009
gptkbp:relatedTo gptkb:COBYLA
gptkb:trust-region_methods
NEWUOA
gptkbp:usesDerivatives no
gptkbp:bfsParent gptkb:BOBYQA_algorithm
gptkbp:bfsLayer 8