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gptkbp:instanceOf
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gptkb:mathematical_optimization
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gptkbp:category
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constrained optimization
numerical optimization
derivative-free optimization
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gptkbp:citation
|
gptkb:Powell,_M.J.D._(1994)._A_direct_search_optimization_method_that_models_the_objective_and_constraint_functions_by_linear_interpolation._Advances_in_Optimization_and_Numerical_Analysis,_51–67.
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gptkbp:compatibleWith
|
gradient information
|
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gptkbp:developer
|
gptkb:Michael_J._D._Powell
|
|
gptkbp:field
|
gptkb:mathematical_optimization
|
|
gptkbp:fullName
|
gptkb:Constrained_Optimization_BY_Linear_Approximation
|
|
gptkbp:handles
|
nonlinear constraints
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gptkbp:implementedIn
|
gptkb:Dakota
gptkb:SciPy
gptkb:Julia_(via_NLopt.jl)
gptkb:NLopt
gptkb:OpenMDAO
gptkb:R_(via_nloptr)
gptkb:pyOpt
MATLAB (via fmincon)
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|
gptkbp:notRecommendedFor
|
large-scale optimization problems
problems with many variables
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|
gptkbp:publicationYear
|
1994
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|
gptkbp:suitableFor
|
problems where derivatives are unavailable
problems with nonlinear constraints
|
|
gptkbp:supportsAlgorithm
|
constrained optimization
derivative-free optimization
|
|
gptkbp:uses
|
linear approximations to constraints
|
|
gptkbp:bfsParent
|
gptkb:SciPy_optimize.minimize
|
|
gptkbp:bfsLayer
|
6
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
COBYLA
|