ConjugateGradient Class

Nonlinear preconditioned conjugate gradient method.

Inheritance Hierarchy

SystemObject
  Altaxo.Calc.OptimizationOptimizationMethod
    Altaxo.Calc.OptimizationFunctionMinimizeMethod
      Altaxo.Calc.OptimizationConjugateGradient

Namespace: Altaxo.Calc.Optimization
Assembly: AltaxoCore (in AltaxoCore.dll) Version: 4.8.3448.0 (4.8.3448.0)

Syntax

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public class ConjugateGradient : FunctionMinimizeMethod

The ConjugateGradient type exposes the following members.

Constructors

	Name	Description
	ConjugateGradient(CostFunction)	Initializes a new instance of the ConjugateGradient class.
	ConjugateGradient(CostFunction, EndCriteria)	Initializes a new instance of the ConjugateGradient class.
	ConjugateGradient(CostFunction, EndCriteria, LineSearchMethod)	Initializes a new instance of the ConjugateGradient class.

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Properties

	Name	Description
	InitialValue	Gets the initial value. (Inherited from FunctionMinimizeMethod)
	InitialVector	Gets the initial vector. (Inherited from FunctionMinimizeMethod)
	IterationGradientNorms	Gets the gradient norms for all iterations. (Inherited from FunctionMinimizeMethod)
	IterationValues	Gets the solution function values for all iterations. (Inherited from FunctionMinimizeMethod)
	IterationVectors	Gets the solution vectors for all iterations. (Inherited from FunctionMinimizeMethod)
	MethodName	Gets the method name. (Overrides OptimizationMethodMethodName)
	RestartCount	Gets or sets the number of iterations between restarts.
	SolutionValue	Gets the value of the solution vector. (Inherited from FunctionMinimizeMethod)
	SolutionVector	Gets the solution vector (the current best estimate of the minimum). (Inherited from FunctionMinimizeMethod)

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Methods

	Name	Description
	CheckCriteria	Checks whether the criteria are still satisfied. (Inherited from FunctionMinimizeMethod)
	Equals	Determines whether the specified object is equal to the current object. (Inherited from Object)
	Finalize	Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object)
	FunctionEvaluation	Performs an evaluation of the cost function value. (Inherited from OptimizationMethod)
	GetHashCode	Serves as the default hash function. (Inherited from Object)
	GetType	Gets the Type of the current instance. (Inherited from Object)
	GradientEvaluation	Performs an evaluation of the cost function gradient. (Inherited from OptimizationMethod)
	HessianEvaluation	Performs an evaluation of the cost function Hessian. (Inherited from OptimizationMethod)
	InitializeMethod	Initializes the optimization method. (Overrides FunctionMinimizeMethodInitializeMethod(VectorDouble))
	IterateMethod	Performs a single iteration of the optimization method. (Overrides FunctionMinimizeMethodIterateMethod)
	MemberwiseClone	Creates a shallow copy of the current Object. (Inherited from Object)
	Minimize	Minimizes the given cost function. (Inherited from FunctionMinimizeMethod)
	ToString	Returns a string that represents the current object. (Inherited from OptimizationMethod)
	ToString(IFormatProvider)	A string representation of this OptimizationMethod. (Inherited from OptimizationMethod)
	ToString(String)	A string representation of this OptimizationMethod. (Inherited from OptimizationMethod)
	ToString(String, IFormatProvider)	A string representation of this OptimizationMethod. (Inherited from OptimizationMethod)

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Fields

	Name	Description
	costFunction_	Optimization cost function. (Inherited from OptimizationMethod)
	endCriteria_	Optimization ending criteria. (Inherited from OptimizationMethod)
	iterationGradientNorms_	Iteration gradient norms. (Inherited from FunctionMinimizeMethod)
	iterationValues_	Iteration values. (Inherited from FunctionMinimizeMethod)
	iterationVectors_	Iteration solutions. (Inherited from FunctionMinimizeMethod)

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Remarks

Reference

Altaxo.Calc.Optimization Namespace