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gptkbp:instanceOf
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mathematical optimization
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gptkbp:abbreviation
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gptkb:L-BFGS-B
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gptkbp:basedOn
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gptkb:L-BFGS_method
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gptkbp:category
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gptkb:quasi-Newton_method
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gptkbp:citation
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gptkb:Zhu,_C.,_Byrd,_R._H.,_Lu,_P.,_&_Nocedal,_J._(1997)._Algorithm_778:_L-BFGS-B:_Fortran_subroutines_for_large-scale_bound-constrained_optimization._ACM_Transactions_on_Mathematical_Software,_23(4),_550-560.
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gptkbp:developedBy
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gptkb:Ciyou_Zhu
gptkb:Jorge_Nocedal
gptkb:Peihuang_Lu
gptkb:Richard_H._Byrd
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gptkbp:fullName
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gptkb:Limited-memory_Broyden–Fletcher–Goldfarb–Shanno_with_Box_constraints
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gptkbp:handles
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box constraints
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https://www.w3.org/2000/01/rdf-schema#label
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L-BFGS-B method
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gptkbp:implementedIn
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gptkb:TensorFlow
gptkb:MATLAB
gptkb:PyTorch
gptkb:SciPy
R
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gptkbp:input
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differentiable objective function
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gptkbp:introducedIn
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1995
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gptkbp:language
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gptkb:Fortran
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gptkbp:output
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local minimum
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gptkbp:relatedTo
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gptkb:BFGS_method
gptkb:L-BFGS_method
gptkb:quasi-Newton_methods
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gptkbp:solvedBy
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bound-constrained optimization problems
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gptkbp:usedFor
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large-scale optimization
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gptkbp:bfsParent
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gptkb:scipy.optimize
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gptkbp:bfsLayer
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7
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