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//                                               -*- C++ -*-
/**
 *  @file  DirectionalSampling.hxx
 *  @brief DirectionalSampling is an implementation of the directional sampling Montex Carlo simulation method
 *
 *  (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: 2011-04-11 12:32:27 +0200 (Mon, 11 Apr 2011) $
 *  Id:      $Id: DirectionalSampling.hxx 1866 2011-04-11 10:32:27Z schueller $
 */
#ifndef OPENTURNS_DIRECTIONALSAMPLING_HXX
#define OPENTURNS_DIRECTIONALSAMPLING_HXX

#include "Simulation.hxx"
#include "NumericalPoint.hxx"
#include "Distribution.hxx"
#include "StandardEvent.hxx"
#include "RootStrategy.hxx"
#include "SamplingStrategy.hxx"

namespace OpenTURNS
{

  namespace Uncertainty
  {

    namespace Algorithm
    {

      /**
       * @class DirectionalSampling
       */

      class DirectionalSampling :
        public Simulation
      {
        CLASSNAME;
      public:

        typedef Base::Type::NumericalPoint              NumericalPoint;
        typedef Simulation::NumericalSample             NumericalSample;
        typedef Simulation::InvalidArgumentException    InvalidArgumentException;
        typedef Simulation::Event                       Event;
        typedef RootStrategy::NumericalScalarCollection NumericalScalarCollection;
        typedef Base::Func::NumericalMathFunction       NumericalMathFunction;
        typedef Model::Distribution                     Distribution;
        typedef Model::StandardEvent                    StandardEvent;
        typedef Distribution::Implementation            Implementation;

        /** Constructor with parameters */
        DirectionalSampling(const Simulation::Event & event)
          throw(InvalidArgumentException);

        /** Constructor with parameters */
        DirectionalSampling(const Simulation::Event & event,
                            const RootStrategy & rootStrategy,
                            const SamplingStrategy & samplingStrategy)
          throw(InvalidArgumentException);


        /** Virtual constructor */
        virtual DirectionalSampling * clone() const;

        /** Root strategy accessor */
        void setRootStrategy(const RootStrategy & rootStrategy);
        RootStrategy getRootStrategy() const;

        /** Sampling strategy */
        void setSamplingStrategy(const SamplingStrategy & samplingStrategy);
        SamplingStrategy getSamplingStrategy() const;

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

      private:

        /** Compute the block sample and the points that realized the event */
        NumericalSample computeBlockSample(NumericalSample & realizedEventSample);

        /** Compute the contribution of a direction to the probability given the roots of the performance function along the direction */
        NumericalScalar computeContribution(const NumericalScalarCollection & roots);

        /** Compute the mean point of a direction given the roots of the performance function along the direction */
        NumericalScalar computeMeanContribution(const NumericalScalarCollection & roots);

        /** Compute the contribution of a set of direction to the probability given the contributions of each direction in the set */
        NumericalScalar computeTotalContribution(const NumericalSample & directionSample,
                                                 NumericalPoint & meanPointInEventDomain);

        StandardEvent standardEvent_;
        NumericalMathFunction standardFunction_;
        Implementation inputDistribution_;
        RootStrategy rootStrategy_;
        SamplingStrategy samplingStrategy_;

      } ; /* class DirectionalSampling */

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

#endif /* OPENTURNS_DIRECTIONALSAMPLING_HXX */