pymloc.model.optimization.nonlinear_leastsquares¶

Classes

`AutomaticLocalNonLinearLeastSquares`(…[, …])
`LocalNonLinearLeastSquares`()
`NonLinearLeastSquares`(objective_obj, …)	Implementation of a nonlinear least squares problem of the form

class pymloc.model.optimization.nonlinear_leastsquares.AutomaticLocalNonLinearLeastSquares(global_optimization, hl_value=None, ll_value=None)¶: Bases: pymloc.model.optimization.optimization.AutomaticLocalOptimizationObject, pymloc.model.optimization.nonlinear_leastsquares.LocalNonLinearLeastSquares

class pymloc.model.optimization.nonlinear_leastsquares.LocalNonLinearLeastSquares¶: Bases: pymloc.model.solvable.Solvable

class pymloc.model.optimization.nonlinear_leastsquares.NonLinearLeastSquares(objective_obj, ll_vars, hl_vars, loc_vars)¶

Implementation of a nonlinear least squares problem of the form

\[\]

{sum_{k=1}^q{|f(t_k, theta)-xi_k|^2}}

for given data points \((t_k, \xi_k)\) and the unknown \(\theta \in \R^p\).