Limited-memory Broyden–Fletcher–Goldfarb–Shanno algorithm
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
mathematical optimization
|
| gptkbp:abbreviation |
gptkb:L-BFGS
|
| gptkbp:basedOn |
gptkb:Broyden–Fletcher–Goldfarb–Shanno_algorithm
|
| gptkbp:feature |
gptkb:logic
gptkb:quasi-Newton_method low memory usage gradient-based approximates inverse Hessian matrix |
| gptkbp:field |
gptkb:machine_learning
gptkb:mathematics computer science |
| https://www.w3.org/2000/01/rdf-schema#label |
Limited-memory Broyden–Fletcher–Goldfarb–Shanno algorithm
|
| gptkbp:introducedIn |
1980s
|
| gptkbp:relatedTo |
gptkb:BFGS_algorithm
gptkb:quasi-Newton_methods |
| gptkbp:usedFor |
unconstrained optimization
large-scale optimization numerical optimization |
| gptkbp:usedIn |
gptkb:TensorFlow
gptkb:PyTorch gptkb:scipy.optimize |
| gptkbp:bfsParent |
gptkb:L-BFGS
|
| gptkbp:bfsLayer |
8
|