Newton Conjugate Gradient method
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
mathematical optimization
|
| gptkbp:advantage |
memory efficient
efficient for large problems |
| gptkbp:application |
gptkb:machine_learning
scientific computing data fitting |
| gptkbp:category |
second-order optimization method
|
| gptkbp:combines |
gptkb:Newton's_method
conjugate gradient method |
| gptkbp:compatibleWith |
full Hessian matrix
|
| gptkbp:field |
gptkb:mathematics
numerical optimization |
| https://www.w3.org/2000/01/rdf-schema#label |
Newton Conjugate Gradient method
|
| gptkbp:prevention |
explicit Hessian matrix computation
|
| gptkbp:relatedTo |
gptkb:quasi-Newton_method
gptkb:truncated_Newton_method |
| gptkbp:requires |
gradient
Hessian-vector product |
| gptkbp:solvedBy |
large-scale optimization problems
|
| gptkbp:supportsAlgorithm |
gptkb:logic
|
| gptkbp:usedFor |
unconstrained optimization
|
| gptkbp:bfsParent |
gptkb:Newton-CG
|
| gptkbp:bfsLayer |
7
|