Gauss-Newton algorithm

GPTKB entity

Statements (23)
Predicate Object
gptkbp:instanceOf gptkb:algorithm
gptkbp:application curve fitting
parameter estimation
data fitting
gptkbp:assumes small residuals
gptkbp:category numerical linear algebra
mathematical optimization
gptkbp:convergesTo local minimum
gptkbp:field numerical analysis
optimization
gptkbp:firstDescribed 19th century
https://www.w3.org/2000/01/rdf-schema#label Gauss-Newton algorithm
gptkbp:input differentiable function
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:type gptkb:logic
gptkbp:usedFor nonlinear least squares problems
gptkbp:bfsParent gptkb:Lavenberg-Marquardt_algorithm
gptkbp:bfsLayer 8