optimization_algorithm_dogleg.h

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// g2o - General Graph Optimization
// Copyright (C) 2011 R. Kuemmerle, G. Grisetti, W. Burgard
// All rights reserved.
//
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// modification, are permitted provided that the following conditions are
// met:
//
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#ifndef G2O_OPTIMIZATION_ALGORITHM_DOGLEG_H
#define G2O_OPTIMIZATION_ALGORITHM_DOGLEG_H

#include "optimization_algorithm_with_hessian.h"
#include "g2o_core_api.h"

namespace g2o {

  class BlockSolverBase;

  class G2O_CORE_API OptimizationAlgorithmDogleg : public OptimizationAlgorithmWithHessian
  {
    public:
      enum {
        STEP_UNDEFINED,
        STEP_SD, STEP_GN, STEP_DL
      };

    public:
      explicit OptimizationAlgorithmDogleg(BlockSolverBase* solver);
      virtual ~OptimizationAlgorithmDogleg();

      virtual SolverResult solve(int iteration, bool online = false);

      virtual void printVerbose(std::ostream& os) const;

      int lastStep() const { return _lastStep;}
      double trustRegion() const { return _delta;}

      static const char* stepType2Str(int stepType);

    protected:
      // parameters
      Property<int>* _maxTrialsAfterFailure;
      Property<double>* _userDeltaInit;
      // damping to enforce positive definite matrix
      Property<double>* _initialLambda;
      Property<double>* _lamdbaFactor;

      VectorXD _hsd;         
      VectorXD _hdl;         
      VectorXD _auxVector;   

      double _currentLambda;        
      double _delta;                
      int _lastStep;                
      bool _wasPDInAllIterations;   
      int _lastNumTries;
  };

} // end namespace

#endif