| /*---------------------------------------------------------------------------*\ | |
| ========= | | |
| \\ / F ield | OpenFOAM: The Open Source CFD Toolbox | |
| \\ / O peration | Website: https://openfoam.org | |
| \\ / A nd | Copyright (C) 2011-2026 OpenFOAM Foundation | |
| \\/ M anipulation | | |
| ------------------------------------------------------------------------------- | |
| License | |
| This file is part of OpenFOAM. | |
| OpenFOAM is free software: you can redistribute it and/or modify it | |
| under the terms of the GNU General Public License as published by | |
| the Free Software Foundation, either version 3 of the License, or | |
| (at your option) any later version. | |
| OpenFOAM is distributed in the hope that it will be useful, but WITHOUT | |
| ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or | |
| FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License | |
| for more details. | |
| You should have received a copy of the GNU General Public License | |
| along with OpenFOAM. If not, see <http://www.gnu.org/licenses/>. | |
| Class | |
| Foam::distributions::multiNormal | |
| Description | |
| Multiple superimposed normal distributions | |
| \f[ | |
| PDF(x) = \sum_i S_i \frac{1}{\sigma_i \sqrt{2 \pi}} \\ | |
| \exp \left( \frac{1}{2} \left( \frac{x - \mu_i}{\sigma_i} \\ | |
| \right)^2 \right) | |
| \f] | |
| Usage | |
| Example usage: | |
| \verbatim | |
| { | |
| type multiNormal; | |
| Q 0; | |
| min 0.001; | |
| max 0.019; | |
| mu (0.005 0.011 0.015); | |
| sigma (0.002 0.001 0.0015); | |
| strength (2 1 3); | |
| } | |
| \endverbatim | |
| SourceFiles | |
| multiNormal.C | |
| See also | |
| Foam::distribution | |
| Foam::distributions::normal | |
| \*---------------------------------------------------------------------------*/ | |
| // * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * // | |
| namespace Foam | |
| { | |
| namespace distributions | |
| { | |
| /*---------------------------------------------------------------------------*\ | |
| Class multiNormal Declaration | |
| \*---------------------------------------------------------------------------*/ | |
| class multiNormal | |
| : | |
| public FieldDistribution<unintegrableForNonZeroQ, multiNormal> | |
| { | |
| // Private Data | |
| //- Relative strengths of the different distributions | |
| const scalarList cumulativeStrengths_; | |
| //- Normal distributions | |
| PtrList<normal> distributions_; | |
| // Private Member Functions | |
| //- Normalise the strengths | |
| static scalarList readCumulativeStrengths(const dictionary& dict); | |
| //- Return values of the un-normalised PDF for the given size exponent | |
| // and x-coordinates. | |
| virtual tmp<scalarField> phi | |
| ( | |
| const label q, | |
| const scalarField& x | |
| ) const; | |
| //- Return values of the un-normalised CDF for zero effective size | |
| // exponent and given x-coordinates | |
| virtual tmp<scalarField> PhiForZeroQ(const scalarField& x) const; | |
| public: | |
| //- Runtime type information | |
| TypeName("multiNormal"); | |
| // Constructors | |
| //- Construct from a dictionary | |
| multiNormal | |
| ( | |
| const unitSet& units, | |
| const dictionary& dict, | |
| const label sampleQ, | |
| randomGenerator&& rndGen | |
| ); | |
| //- Construct copy | |
| multiNormal(const multiNormal& d, const label sampleQ); | |
| //- Construct and return a clone | |
| virtual autoPtr<distribution> clone(const label sampleQ) const | |
| { | |
| return autoPtr<distribution>(new multiNormal(*this, sampleQ)); | |
| } | |
| //- Destructor | |
| virtual ~multiNormal(); | |
| // Member Functions | |
| //- Sample the distribution for zero effective size exponent | |
| virtual scalar sampleForZeroQ() const; | |
| //- Sample the distribution | |
| using FieldDistribution<unintegrableForNonZeroQ, multiNormal>::sample; | |
| //- Return the minimum value | |
| virtual scalar min() const; | |
| //- Return the maximum value | |
| virtual scalar max() const; | |
| //- Write stream | |
| virtual void write(Ostream& os, const unitSet& units) const; | |
| //- Return coordinates to plot across the range of the distribution | |
| virtual tmp<scalarField> plotX(const label n) const; | |
| }; | |
| // * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * // | |
| } // End namespace distributions | |
| } // End namespace Foam | |
| // * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * // | |
| // ************************************************************************* // | |