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gptkbp:instanceOf
|
mathematical optimization
|
|
gptkbp:basedOn
|
gptkb:L-BFGS_algorithm
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gptkbp:category
|
gptkb:quasi-Newton_method
|
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gptkbp:developedBy
|
gptkb:Ciyou_Zhu
gptkb:Jorge_Nocedal
gptkb:Peihuang_Lu
gptkb:Richard_H._Byrd
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gptkbp:fullName
|
gptkb:Limited-memory_Broyden–Fletcher–Goldfarb–Shanno_with_Box_constraints
|
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gptkbp:handles
|
box constraints
|
|
https://www.w3.org/2000/01/rdf-schema#label
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L-BFGS-B algorithm
|
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gptkbp:implementedIn
|
gptkb:TensorFlow
gptkb:MATLAB
gptkb:PyTorch
gptkb:SciPy
R
|
|
gptkbp:input
|
objective function
gradient
bounds
|
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gptkbp:memoryUsage
|
limited
|
|
gptkbp:output
|
optimized parameters
convergence status
function value
|
|
gptkbp:publicationYear
|
1995
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gptkbp:publishedIn
|
gptkb:SIAM_Journal_on_Scientific_Computing
|
|
gptkbp:reduces
|
differentiable functions
|
|
gptkbp:relatedTo
|
gptkb:BFGS_algorithm
gptkb:L-BFGS_algorithm
gptkb:quasi-Newton_methods
|
|
gptkbp:supports
|
large-scale optimization
|
|
gptkbp:usedFor
|
unconstrained optimization
constrained optimization
|
|
gptkbp:bfsParent
|
gptkb:Ciyou_Zhu
|
|
gptkbp:bfsLayer
|
8
|