NonAdaptiveGaussKronrod Class 
Namespace: Accord.Math.Integration
public class NonAdaptiveGaussKronrod : IUnivariateIntegration, INumericalIntegration, ICloneable, INumericalIntegration<NonAdaptiveGaussKronrodStatus>
The NonAdaptiveGaussKronrod type exposes the following members.
Name  Description  

NonAdaptiveGaussKronrod 
Creates a new NonAdaptiveGaussKronrod integration algorithm.
 
NonAdaptiveGaussKronrod(FuncDouble, Double) 
Creates a new NonAdaptiveGaussKronrod integration algorithm.
 
NonAdaptiveGaussKronrod(FuncDouble, Double, Double, Double) 
Creates a new NonAdaptiveGaussKronrod integration algorithm.

Name  Description  

Area 
Gets the numerically computed result of the
definite integral for the specified function.
 
Error 
Gets the integration error for the
computed Area value.
 
Function 
Gets or sets the function to be differentiated.
 
FunctionEvaluations 
Gets the number of function evaluations performed in
the last call to the Compute method.
 
Range 
Gets or sets the input range under
which the integral must be computed.
 
Status 
Get the exit code returned in the last call to the
Compute method.
 
ToleranceAbsolute 
Desired absolute accuracy. If set to zero, this parameter
will be ignored and only other requisites will be taken
into account. Default is zero.
 
ToleranceRelative 
Desired relative accuracy. If set to zero, this parameter
will be ignored and only other requisites will be taken
into account. Default is 1e3.

Name  Description  

Clone 
Creates a new object that is a copy of the current instance.
 
Compute  
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.)  
GetHashCode  Serves as the default hash function. (Inherited from Object.)  
GetType  Gets the Type of the current instance. (Inherited from Object.)  
Integrate(FuncDouble, Double, Double, Double) 
Computes the area under the integral for the given function,
in the given integration interval, using GaussKronrod method.
 
Integrate(FuncDouble, Double, Double, Double, Double) 
Computes the area under the integral for the given function, in the given
integration interval, using the NonAdaptive Gauss Kronrod algorithm.
 
MemberwiseClone  Creates a shallow copy of the current Object. (Inherited from Object.)  
ToString  Returns a string that represents the current object. (Inherited from Object.) 
Name  Description  

HasMethod 
Checks whether an object implements a method with the given name.
(Defined by ExtensionMethods.)  
IsEqual 
Compares two objects for equality, performing an elementwise
comparison if the elements are vectors or matrices.
(Defined by Matrix.)  
To(Type)  Overloaded.
Converts an object into another type, irrespective of whether
the conversion can be done at compile time or not. This can be
used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.)  
ToT  Overloaded.
Converts an object into another type, irrespective of whether
the conversion can be done at compile time or not. This can be
used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.) 
The algorithm implemented by this class has been based on the original FORTRAN implementation from QUADPACK. The function implemented the Nonadaptive Gauss Kronrod integration is qng(f,a,b,epsabs,epsrel,result,abserr,neval,ier). The original source code is in the public domain, but this version is under the LGPL. The original authors, as long as the original routine description, are listed below:
Robert Piessens, Elise de Doncker; Applied Mathematics and Programming Division, K.U.Leuven, Leuvenappl. This routine calculates an approximation result to a given definite integral i = integral of f over (a,b), hopefully satisfying following claim for accuracy abs(iresult).le.max(epsabs,epsrel*abs(i)).
References:
Let's say we would like to compute the definite integral of the function f(x) = cos(x) in the interval 1 to +1 using a variety of integration methods, including the TrapezoidalRule, RombergMethod and NonAdaptiveGaussKronrod. Those methods can compute definite integrals where the integration interval is finite:
// Declare the function we want to integrate Func<double, double> f = (x) => Math.Cos(x); // We would like to know its integral from 1 to +1 double a = 1, b = +1; // Integrate! double trapez = TrapezoidalRule.Integrate(f, a, b, steps: 1000); // 1.6829414 double romberg = RombergMethod.Integrate(f, a, b); // 1.6829419 double nagk = NonAdaptiveGaussKronrod.Integrate(f, a, b); // 1.6829419
Moreover, it is also possible to calculate the value of improper integrals (it is, integrals with infinite bounds) using InfiniteAdaptiveGaussKronrod, as shown below. Let's say we would like to compute the area under the Gaussian curve from infinite to +infinite. While this function has infinite bounds, this function is known to integrate to 1.
// Declare the Normal distribution's density function (which is the Gaussian's bell curve) Func<double, double> g = (x) => (1 / Math.Sqrt(2 * Math.PI)) * Math.Exp((x * x) / 2); // Integrate! double iagk = InfiniteAdaptiveGaussKronrod.Integrate(g, Double.NegativeInfinity, Double.PositiveInfinity); // Result should be 0.99999...