Click or drag to resize

NLFit Class

Functions for nonlinear minimization.
Inheritance Hierarchy
SystemObject
  Altaxo.Calc.RegressionNLFit

Namespace: Altaxo.Calc.Regression
Assembly: AltaxoCore (in AltaxoCore.dll) Version: 4.8.3179.0 (4.8.3179.0)
Syntax
C#
public class NLFit

The NLFit type exposes the following members.

Constructors
 NameDescription
Public methodNLFitInitializes a new instance of the NLFit class
Top
Methods
 NameDescription
Public methodStatic memberComputeCovariances This will compute the covariances at a given parameter set xvec.
Public methodStatic memberenorm(Int32, Double) given an n-vector x, this function calculates the euclidean norm of x.
Public methodStatic memberenorm(Int32, Double, Int32)Given an n-vector x, this function calculates the euclidean norm of x.
Public methodEqualsDetermines whether the specified object is equal to the current object.
(Inherited from Object)
Public methodStatic memberfdjac2 This subroutine computes a forward-difference approximation to the m by n Jacobian matrix associated with a specified problem of m functions in n variables.
Protected methodFinalizeAllows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.
(Inherited from Object)
Public methodGetHashCodeServes as the default hash function.
(Inherited from Object)
Public methodGetTypeGets the Type of the current instance.
(Inherited from Object)
Public methodStatic memberLevenbergMarquardtFit(NLFitLMFunction, Double, Double, Double, CancellationToken, Int32) The purpose of LevenbergMarquardtFit is to minimize the sum of the squares of m nonlinear functions in n variables by a modification of the Levenberg-Marquardt algorithm. This is done by using the more general least-squares solver below. The user must provide a subroutine which calculates the functions. The Jacobian is then calculated by a forward-difference approximation.
Public methodStatic memberLevenbergMarquardtFit(NLFitLMFunction, Double, Double, Double, Int32, Int32, Double, Double, Int32, Double, Double, Double, Double, Double, CancellationToken) The purpose of LevenbergMarquardtFit is to minimize the sum of the squares of m nonlinear functions in n variables by a modification of the Levenberg-Marquardt algorithm. This is done by using the more general least-squares solver below. The user must provide a subroutine which calculates the functions. The Jacobian is then calculated by a forward-difference approximation.
Public methodStatic memberLevenbergMarquardtFit(NLFitLMFunction, Double, Double, Double, Double, Double, Int32, Double, Double, Int32, Double, Int32, Int32, Int32, Double, Int32, Int32, Double, Double, Double, Double, Double, CancellationToken) 
Public methodStatic memberlmpar 
Protected methodMemberwiseCloneCreates a shallow copy of the current Object.
(Inherited from Object)
Public methodStatic memberqrsolve 
Public methodStatic membersqr 
Public methodToStringReturns a string that represents the current object.
(Inherited from Object)
Top
See Also