SLMCMC.h

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#ifndef SLMCMC_H
#define SLMCMC_H
 
#include <boost/property_tree/ptree.hpp>
 
#include "MUQ/SamplingAlgorithms/MIMCMCBox.h"
#include "MUQ/SamplingAlgorithms/MIComponentFactory.h"
 
#include "MUQ/SamplingAlgorithms/MarkovChain.h"
 
namespace pt = boost::property_tree;
 
namespace muq {
  namespace SamplingAlgorithms {
 
    class SLMCMC {
 
    public:
      SLMCMC (pt::ptree pt, std::shared_ptr<MIComponentFactory> componentFactory, std::shared_ptr<MultiIndex> index);
      SLMCMC (pt::ptree pt, std::shared_ptr<MIComponentFactory> componentFactory);
 
      virtual std::shared_ptr<MarkovChain> GetSamples() const;
      virtual std::shared_ptr<MarkovChain> GetQOIs() const;
 
      Eigen::VectorXd MeanQOI();
 
      Eigen::VectorXd MeanParameter();
      
      void WriteToFile(std::string filename);
 
      virtual std::shared_ptr<MarkovChain> Run();
 
    protected:
      
 
    private:
      std::shared_ptr<MIComponentFactory> componentFactory;
      std::shared_ptr<SingleChainMCMC> single_chain;
    };
 
  }
}
 
#endif