// @(#)root/mathcore:$Id$ // Authors: David Gonzalez Maline 01/2008 /********************************************************************** * * * Copyright (c) 2006 , LCG ROOT MathLib Team * * * * * **********************************************************************/ // Header file for GaussIntegrator // // Created by: David Gonzalez Maline : Wed Jan 16 2008 // #ifndef ROOT_Math_GaussIntegrator #define ROOT_Math_GaussIntegrator #ifndef ROOT_Math_IFunction #include "Math/IFunction.h" #endif #ifndef ROOT_Math_VirtualIntegrator #include "Math/VirtualIntegrator.h" #endif namespace ROOT { namespace Math { //___________________________________________________________________________________________ /** User class for performing function integration. It will use the Gauss Method for function integration in a given interval. This class is implemented from TF1::Integral(). @ingroup Integration */ class GaussIntegrator: public VirtualIntegratorOneDim { public: /** Destructor */ virtual ~GaussIntegrator(); /** Default Constructor. */ GaussIntegrator(double absTol = 0, double relTol = 0); /** Static function: set the fgAbsValue flag. By default TF1::Integral uses the original function value to compute the integral However, TF1::Moment, CentralMoment require to compute the integral using the absolute value of the function. */ void AbsValue(bool flag); // Implementing VirtualIntegrator Interface /** Set the desired relative Error. */ virtual void SetRelTolerance (double eps) { fEpsRel = eps; } /** This method is not implemented. */ virtual void SetAbsTolerance (double eps) { fEpsAbs = eps; } /** Returns the result of the last Integral calculation. */ double Result () const; /** Return the estimate of the absolute Error of the last Integral calculation. */ double Error () const; /** return the status of the last integration - 0 in case of success */ int Status () const; // Implementing VirtualIntegratorOneDim Interface /** Returns Integral of function between a and b. Based on original CERNLIB routine DGAUSS by Sigfried Kolbig converted to C++ by Rene Brun This function computes, to an attempted specified accuracy, the value of the integral. Method: For any interval [a,b] we define g8(a,b) and g16(a,b) to be the 8-point and 16-point Gaussian quadrature approximations to Begin_Latex I = #int^{b}_{a} f(x)dx End_Latex and define Begin_Latex r(a,b) = #frac{#||{g_{16}(a,b)-g_{8}(a,b)}}{1+#||{g_{16}(a,b)}} End_Latex Then, Begin_Latex G = #sum_{i=1}^{k}g_{16}(x_{i-1},x_{i}) End_Latex where, starting with x0 = A and finishing with xk = B, the subdivision points xi(i=1,2,...) are given by Begin_Latex x_{i} = x_{i-1} + #lambda(B-x_{i-1}) End_Latex Begin_Latex #lambda End_Latex is equal to the first member of the sequence 1,1/2,1/4,... for which r(xi-1, xi) < EPS. If, at any stage in the process of subdivision, the ratio Begin_Latex q = #||{#frac{x_{i}-x_{i-1}}{B-A}} End_Latex is so small that 1+0.005q is indistinguishable from 1 to machine accuracy, an error exit occurs with the function value set equal to zero. Accuracy: The user provides absolute and relative error bounds (epsrel and epsabs) and the algorithm will stop when the estimated error is less than the epsabs OR is less than |I| * epsrel. Unless there is severe cancellation of positive and negative values of f(x) over the interval [A,B], the relative error may be considered as specifying a bound on the relative error of I in the case |I|>1, and a bound on the absolute error in the case |I|<1. More precisely, if k is the number of sub-intervals contributing to the approximation (see Method), and if Begin_Latex I_{abs} = #int^{B}_{A} #||{f(x)}dx End_Latex then the relation Begin_Latex #frac{#||{G-I}}{I_{abs}+k} < EPS End_Latex will nearly always be true, provided the routine terminates without printing an error message. For functions f having no singularities in the closed interval [A,B] the accuracy will usually be much higher than this. Error handling: The requested accuracy cannot be obtained (see Method). The function value is set equal to zero. Note 1: Values of the function f(x) at the interval end-points A and B are not required. The subprogram may therefore be used when these values are undefined */ double Integral (double a, double b); /** Returns Integral of function on an infinite interval. This function computes, to an attempted specified accuracy, the value of the integral: Begin_Latex I = #int^{#infinity}_{-#infinity} f(x)dx End_Latex Usage: In any arithmetic expression, this function has the approximate value of the integral I. The integral is mapped onto [0,1] using a transformation then integral computation is surrogated to DoIntegral. */ double Integral (); /** Returns Integral of function on an upper semi-infinite interval. This function computes, to an attempted specified accuracy, the value of the integral: Begin_Latex I = #int^{#infinity}_{A} f(x)dx End_Latex Usage: In any arithmetic expression, this function has the approximate value of the integral I. - A: lower end-point of integration interval. The integral is mapped onto [0,1] using a transformation then integral computation is surrogated to DoIntegral. */ double IntegralUp (double a); /** Returns Integral of function on a lower semi-infinite interval. This function computes, to an attempted specified accuracy, the value of the integral: Begin_Latex I = #int^{B}_{#infinity} f(x)dx End_Latex Usage: In any arithmetic expression, this function has the approximate value of the integral I. - B: upper end-point of integration interval. The integral is mapped onto [0,1] using a transformation then integral computation is surrogated to DoIntegral. */ double IntegralLow (double b); /** Set integration function (flag control if function must be copied inside). \@param f Function to be used in the calculations. */ void SetFunction (const IGenFunction &); /** This method is not implemented. */ double Integral (const std::vector< double > &pts); /** This method is not implemented. */ double IntegralCauchy (double a, double b, double c); /// get the option used for the integration virtual ROOT::Math::IntegratorOneDimOptions Options() const; // set the options virtual void SetOptions(const ROOT::Math::IntegratorOneDimOptions & opt); private: /** Integration surrugate method. Return integral of passed function in interval [a,b] Derived class (like GaussLegendreIntegrator) can re-implement this method to modify to use an improved algorithm */ virtual double DoIntegral (double a, double b, const IGenFunction* func); protected: static bool fgAbsValue; // AbsValue used for the calculation of the integral double fEpsRel; // Relative error. double fEpsAbs; // Absolute error. bool fUsedOnce; // Bool value to check if the function was at least called once. double fLastResult; // Result from the last stimation. double fLastError; // Error from the last stimation. const IGenFunction* fFunction; // Pointer to function used. }; /** Auxillary inner class for mapping infinite and semi-infinite integrals */ class IntegrandTransform : public IGenFunction { public: enum ESemiInfinitySign {kMinus = -1, kPlus = +1}; IntegrandTransform(const IGenFunction* integrand); IntegrandTransform(const double boundary, ESemiInfinitySign sign, const IGenFunction* integrand); double operator()(double x) const; double DoEval(double x) const; IGenFunction* Clone() const; private: ESemiInfinitySign fSign; const IGenFunction* fIntegrand; double fBoundary; bool fInfiniteInterval; double DoEval(double x, double boundary, int sign) const; }; } // end namespace Math } // end namespace ROOT #endif /* ROOT_Math_GaussIntegrator */