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//                                               -*- C++ -*-
/**
 *  @file  ApproximationAlgorithm.hxx
 *  @brief Regression from a data sample upon a particular basis
 *
 *  (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: schueller $
 *  @date:   $LastChangedDate: 2010-11-09 13:44:00 +0100 (Tue, 09 Nov 2010) $
 *  Id:      $Id: ApproximationAlgorithm.hxx 1649 2010-11-09 12:44:00Z dutka $
 */
#ifndef OPENTURNS_APPROXIMATIONALGORITHM_HXX
#define OPENTURNS_APPROXIMATIONALGORITHM_HXX

#include "TypedInterfaceObject.hxx"
#include "ApproximationAlgorithmImplementation.hxx"

namespace OpenTURNS {

  namespace Base {

    namespace Algo {

      /**
       * @class ApproximationAlgorithm
       *
       * Regression from a data sample upon a particular basis
       */
      class ApproximationAlgorithm
        : public Common::TypedInterfaceObject<ApproximationAlgorithmImplementation>
      {
        CLASSNAME;

      public:

        typedef Type::NumericalPoint        NumericalPoint;
        typedef Stat::NumericalSample       NumericalSample;
        typedef Func::Basis                 Basis;
        typedef Common::TypedInterfaceObject<ApproximationAlgorithmImplementation>::Implementation Implementation;

        /** Constructor from implementation */
        ApproximationAlgorithm(const ApproximationAlgorithmImplementation & implementation);

        /** Constructor from implementation */
        ApproximationAlgorithm(const Implementation & p_implementation);

        /** Sample accessors */
        NumericalSample getX() const;
        NumericalSample getY() const;

        /** Weights accessors */
        NumericalPoint getWeight() const;

        /** Basis accessor */
        Basis getPsi() const;

        /** Verbosity accessor */
        void setVerbose(const Bool verbose);
        Bool getVerbose() const;

        /** String converter */
        String __repr__() const;
        String __str__(const String & offset = "") const;

        /** Perform approximation */
        void run();

        /** Acccessor to the coefficients of the selected metamodel on the provided basis */
        NumericalPoint getCoefficients();

        /** Acccessor to the residual of the selected metamodel on the provided basis */
        NumericalScalar getResidual();

        /** Acccessor to the residual of the selected metamodel on the provided basis */
        NumericalScalar getRelativeError();

      }; /* class ApproximationAlgorithm */



    } /* namespace Algo */
  } /* namespace Base */
} /* namespace OpenTURNS */

#endif /* OPENTURNS_APPROXIMATIONALGORITHM_HXX */