constraintProjection.C

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    Copyright (C) 2007-2019 PCOpt/NTUA
    Copyright (C) 2013-2019 FOSS GP
    Copyright (C) 2019-2020 OpenCFD Ltd.
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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.

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#include "constraintProjection.H"
#include "addToRunTimeSelectionTable.H"

// * * * * * * * * * * * * * * Static Data Members * * * * * * * * * * * * * //

namespace Foam
{
    defineTypeNameAndDebug(constraintProjection, 0);
    addToRunTimeSelectionTable
    (
        updateMethod,
        constraintProjection,
        dictionary
    );
    addToRunTimeSelectionTable
    (
        constrainedOptimisationMethod,
        constraintProjection,
        dictionary
    );
}


// * * * * * * * * * * * * * * * * Constructors  * * * * * * * * * * * * * * //

Foam::constraintProjection::constraintProjection
(
    const fvMesh& mesh,
    const dictionary& dict
)
:
    constrainedOptimisationMethod(mesh, dict),
    useCorrection_
    (
        coeffsDict().getOrDefault<bool>("useCorrection", true)
    )
{}


// * * * * * * * * * * * * * * * Member Functions  * * * * * * * * * * * * * //

void Foam::constraintProjection::computeCorrection()
{
    // Reset to zero
    const label n = objectiveDerivatives_.size();
    const label m = constraintDerivatives_.size();
    correction_ = scalarField(n, Zero);

    // Matrix with constraint derivatives and its inverse
    scalarSquareMatrix MMT(m, Zero);
    forAll(constraintDerivatives_, cI)
    {
        forAll(constraintDerivatives_, cJ)
        {
            MMT[cI][cJ] =
                globalSum
                (
                    constraintDerivatives_[cI] * constraintDerivatives_[cJ]
                );
        }
    }
    scalarSquareMatrix invM(inv(MMT));

    // Contribution from constraints
    scalarField constraintContribution(n, Zero);
    scalarField nonLinearContribution(n, Zero);
    forAll(constraintDerivatives_, cI)
    {
        forAll(constraintDerivatives_, cJ)
        {
            constraintContribution +=
                constraintDerivatives_[cI]
               *invM[cI][cJ]
               *globalSum(constraintDerivatives_[cJ] * objectiveDerivatives_);

            // Correction to take non-linearities into consideration
            if (useCorrection_)
            {
                nonLinearContribution +=
                    constraintDerivatives_[cI]
                   *invM[cI][cJ]
                   *cValues_[cJ];
            }
        }
    }

    // Final correction
    correction_ = objectiveDerivatives_ - constraintContribution;
    correction_ *= -eta_;
    if (useCorrection_)
    {
        correction_ -= nonLinearContribution;
    }
}


// ************************************************************************* //