Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
numerical optimization algorithm
|
| gptkbp:category |
statistical analysis
mathematical optimization |
| gptkbp:convergesTo |
local minimum
|
| gptkbp:estimatedCost |
gptkb:Hessian_matrix
|
| gptkbp:field |
gptkb:mathematics
numerical analysis statistics |
| gptkbp:firstPublished |
19th century
|
| https://www.w3.org/2000/01/rdf-schema#label |
Gauss-Newton method
|
| gptkbp:input |
differentiable function
|
| gptkbp:iterative |
true
|
| gptkbp:limitation |
not suitable for all nonlinear problems
may not converge for poor initial guesses |
| gptkbp:namedAfter |
gptkb:Carl_Friedrich_Gauss
gptkb:Isaac_Newton |
| gptkbp:output |
parameter estimates
|
| gptkbp:relatedTo |
gptkb:Newton's_method
gptkb:Levenberg-Marquardt_algorithm |
| gptkbp:requires |
Jacobian matrix
|
| gptkbp:usedFor |
nonlinear least squares problems
|
| gptkbp:bfsParent |
gptkb:Static_State_Estimation_in_Electric_Power_Systems
|
| gptkbp:bfsLayer |
7
|