localSearchWithTabuList.h

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#ifndef GUM_LEARNING_LOCAL_SEARCH_WITH_TABU_LIST_H
#define GUM_LEARNING_LOCAL_SEARCH_WITH_TABU_LIST_H

#include <string>
#include <vector>

#include <agrum/BN/BayesNet.h>
#include <agrum/core/approximations/approximationScheme.h>
#include <agrum/graphs/DAG.h>

namespace gum {

  namespace learning {

    class LocalSearchWithTabuList : public ApproximationScheme {
      public:
      // ##########################################################################
      // ##########################################################################

      LocalSearchWithTabuList();

      LocalSearchWithTabuList(const LocalSearchWithTabuList& from);

      LocalSearchWithTabuList(LocalSearchWithTabuList&& from);

      virtual ~LocalSearchWithTabuList();


      // ##########################################################################
      // ##########################################################################

      LocalSearchWithTabuList& operator=(const LocalSearchWithTabuList& from);

      LocalSearchWithTabuList& operator=(LocalSearchWithTabuList&& from);


      // ##########################################################################
      // ##########################################################################

      ApproximationScheme& approximationScheme();

      void setMaxNbDecreasingChanges(Size nb);


      template < typename GRAPH_CHANGES_SELECTOR >
      DAG learnStructure(GRAPH_CHANGES_SELECTOR& selector,
                         DAG                     initial_dag = DAG());

      template < typename GUM_SCALAR = double,
                 typename GRAPH_CHANGES_SELECTOR,
                 typename PARAM_ESTIMATOR >
      BayesNet< GUM_SCALAR > learnBN(GRAPH_CHANGES_SELECTOR& selector,
                                     PARAM_ESTIMATOR&        estimator,
                                     DAG                     initial_dag = DAG());


      private:
      Size __MaxNbDecreasing{2};
    };

  } /* namespace learning */

} /* namespace gum */

#ifndef GUM_NO_INLINE
#  include <agrum/learning/localSearchWithTabuList_inl.h>
#endif /* GUM_NO_INLINE */

#include <agrum/learning/localSearchWithTabuList_tpl.h>

#endif /* GUM_LEARNING_LOCAL_SEARCH_WITH_TABU_LIST_H */