Statements (31)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
mathematical optimization
|
| gptkbp:category |
unconstrained optimization
constrained optimization |
| gptkbp:developedBy |
gptkb:Ciyou_Zhu
gptkb:Jorge_Nocedal gptkb:Peihuang_Lu gptkb:Richard_H._Byrd |
| gptkbp:feature |
does not require Hessian matrix
efficient for large-scale problems supports simple box constraints |
| gptkbp:firstPublished |
1997
|
| gptkbp:fullName |
gptkb:Limited-memory_Broyden–Fletcher–Goldfarb–Shanno_with_Box_constraints
|
| gptkbp:handles |
bound constraints
|
| https://www.w3.org/2000/01/rdf-schema#label |
L-BFGS-B
|
| gptkbp:implementedIn |
gptkb:Fortran
gptkb:MATLAB gptkb:SciPy R |
| gptkbp:input |
objective function
gradient |
| gptkbp:memoryUsage |
limited-memory
|
| gptkbp:output |
optimized parameters
|
| gptkbp:relatedTo |
gptkb:BFGS_algorithm
gptkb:L-BFGS |
| gptkbp:supportsAlgorithm |
gptkb:quasi-Newton_method
|
| gptkbp:usedFor |
numerical optimization
|
| gptkbp:usedIn |
gptkb:machine_learning
data science engineering optimization |
| gptkbp:bfsParent |
gptkb:SciPy_optimize.minimize
|
| gptkbp:bfsLayer |
6
|