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//                                               -*- C++ -*-
/**
 *  @file  GramSchmidtAlgorithm.hxx
 *  @brief Implement the modified Gram Schmidt algorithm to compute the coefficients of
 *         tthe 3 terms recurrence relation of an orthonormal polynomial family
 *
 *  (C) Copyright 2005-2011 EDF-EADS-Phimeca
 *
 *  This library is free software; you can redistribute it and/or
 *  modify it under the terms of the GNU Lesser General Public
 *  License as published by the Free Software Foundation; either
 *  version 2.1 of the License.
 *
 *  This library 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
 *  Lesser General Public License for more details.
 *
 *  You should have received a copy of the GNU Lesser General Public
 *  License along with this library; if not, write to the Free Software
 *  Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307 USA
 *
 *  @author: $LastChangedBy: dutka $
 *  @date:   $LastChangedDate: 2008-05-21 17:44:02 +0200 (Wed, 21 May 2008) $
 *  Id:      $Id: Object.hxx 818 2008-05-21 15:44:02Z dutka $
 */
#ifndef OPENTURNS_GRAMSCHMIDTALGORITHM_HXX
#define OPENTURNS_GRAMSCHMIDTALGORITHM_HXX

#include "OrthonormalizationAlgorithmImplementation.hxx"
#include "OrthogonalUniVariatePolynomialFamily.hxx"
#include "UniVariatePolynomial.hxx"
#include "Collection.hxx"

namespace OpenTURNS
{

  namespace Uncertainty
  {

    namespace Algorithm
    {

      /**
       * @class GramSchmidtAlgorithm
       *
       * OrthogonalUniVariatePolynomialStandardDistribution polynomial factory
       */

      class GramSchmidtAlgorithm
        : public OrthonormalizationAlgorithmImplementation
      {
        CLASSNAME;
      public:

        typedef Base::Common::StorageManager                            StorageManager;
        typedef Base::Type::Collection<NumericalScalar>                 NumericalScalarCollection;
        typedef Base::Type::Collection<Coefficients>                    CoefficientsCollection;
        typedef Base::Func::UniVariatePolynomial                        UniVariatePolynomial;
        typedef OrthonormalizationAlgorithmImplementation::Coefficients Coefficients;

        /** Default constructor */
        GramSchmidtAlgorithm();

        /** Parameter constructor */
        GramSchmidtAlgorithm(const Distribution & measure);

        /** Parameter constructor */
        GramSchmidtAlgorithm(const Distribution & measure,
                             const OrthogonalUniVariatePolynomialFamily & referenceFamily);

        /** Virtual constructor */
        GramSchmidtAlgorithm * clone() const;

        /** Calculate the coefficients of recurrence a0, a1, a2 such that
            Pn+1(x) = (a0 * x + a1) * Pn(x) + a2 * Pn-1(x) */
        Coefficients getRecurrenceCoefficients(const UnsignedLong n) const;

        /** Reference univariate orthogonal polynomial family accessor */
        void setReferenceFamily(const OrthogonalUniVariatePolynomialFamily & family);
        OrthogonalUniVariatePolynomialFamily getReferenceFamily() const;

        /** String converter */
        String __repr__() const;

        /** Method save() stores the object through the StorageManager */
        virtual void save(StorageManager::Advocate & adv) const;

        /** Method load() reloads the object from the StorageManager */
        virtual void load(StorageManager::Advocate & adv);

      private:

        /** Return the order-th raw moment of the underlying measure */
        NumericalScalar getStandardMoment(const UnsignedLong order) const;

        /** Build the coefficients of the kth orthonormal polynomial */
        UniVariatePolynomial buildPolynomial(const UnsignedLong k) const;

        /** Compute the dot product between two general polynomials according to the measure */
        NumericalScalar dotProduct(const UniVariatePolynomial & p1,
                                   const UniVariatePolynomial & p2) const;

        /** Cache to store the raw moments */
        mutable NumericalScalarCollection standardMoments_;

        /** Cache to store the coefficients of the orthonormal polynomials */
        mutable CoefficientsCollection coefficientsCache_;

        /** Starting family of polynomials */
        OrthogonalUniVariatePolynomialFamily referenceFamily_;

        /** Flag to tell if we use the canonical basis */
        Bool useCanonicalBasis_;
      } ; /* class GramSchmidtAlgorithm */


    } /* namespace Algorithm */
  } /* namespace Uncertainty */
} /* namespace OpenTURNS */

#endif /* OPENTURNS_GRAMSCHMIDTALGORITHM_HXX */