Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:mathematical_optimization
|
| gptkbp:advantage |
memory efficient
efficient for large problems |
| gptkbp:basedOn |
gptkb:Newton's_method
conjugate gradient method |
| gptkbp:category |
second-order optimization
|
| gptkbp:compatibleWith |
explicit Hessian matrix
|
| gptkbp:fullName |
gptkb:Newton_Conjugate_Gradient_method
|
| gptkbp:implementedIn |
gptkb:TensorFlow
gptkb:MATLAB gptkb:SciPy |
| gptkbp:namedAfter |
gptkb:Isaac_Newton
conjugate gradient method |
| gptkbp:requires |
Hessian-vector product
|
| gptkbp:supportsAlgorithm |
gptkb:logic
|
| gptkbp:usedFor |
unconstrained optimization
large-scale optimization |
| gptkbp:usedIn |
gptkb:machine_learning
scientific computing |
| gptkbp:bfsParent |
gptkb:SciPy_optimize.minimize
|
| gptkbp:bfsLayer |
6
|
| http://www.w3.org/2000/01/rdf-schema#label |
Newton-CG
|