Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Optimization Algorithm
|
| gptkbp:alternativeTo |
Line Search Methods
|
| gptkbp:application |
gptkb:Machine_Learning
Engineering Design Data Fitting |
| gptkbp:citation |
Conn, Gould, and Toint, 'Trust Region Methods', SIAM, 2000
|
| gptkbp:feature |
Adaptive Step Size
Global Convergence Properties Robustness to Poor Initial Guesses |
| gptkbp:hasConcept |
Restrict step to a region where model is trusted
|
| https://www.w3.org/2000/01/rdf-schema#label |
Trust Region Methods
|
| gptkbp:modulatedBy |
Trust Region Radius
|
| gptkbp:relatedTo |
gptkb:Newton's_Method
Quasi-Newton Methods |
| gptkbp:solvedBy |
Subproblem at each iteration
|
| gptkbp:subproblemType |
Quadratic Model Minimization
|
| gptkbp:supportsAlgorithm |
Cauchy Point
Dogleg Method Levenberg-Marquardt Algorithm |
| gptkbp:usedIn |
Nonlinear Optimization
|
| gptkbp:bfsParent |
gptkb:Nonlinear_Programming
|
| gptkbp:bfsLayer |
6
|