chomp_cost.hpp

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/* Author: Mrinal Kalakrishnan */
 
#pragma once
 
#include <chomp_motion_planner/chomp_trajectory.hpp>
 
#include <eigen3/Eigen/Core>
#include <vector>
 
namespace chomp
{
class ChompCost
{
public:
  ChompCost(const ChompTrajectory& trajectory, int joint_number, const std::vector<double>& derivative_costs,
            double ridge_factor = 0.0);
  virtual ~ChompCost();
 
  template <typename Derived>
  void getDerivative(const Eigen::MatrixXd::ColXpr& joint_trajectory, Eigen::MatrixBase<Derived>& derivative) const;
 
  const Eigen::MatrixXd& getQuadraticCostInverse() const;
 
  const Eigen::MatrixXd& getQuadraticCost() const;
 
  double getCost(const Eigen::MatrixXd::ColXpr& joint_trajectory) const;
 
  double getMaxQuadCostInvValue() const;
 
  void scale(double scale);
 
private:
  Eigen::MatrixXd quad_cost_full_;
  Eigen::MatrixXd quad_cost_;
  // Eigen::VectorXd linear_cost_;
  Eigen::MatrixXd quad_cost_inv_;
 
  Eigen::MatrixXd getDiffMatrix(int size, const double* diff_rule) const;
};
 
template <typename Derived>
void ChompCost::getDerivative(const Eigen::MatrixXd::ColXpr& joint_trajectory,
                              Eigen::MatrixBase<Derived>& derivative) const
{
  derivative = (quad_cost_full_ * (2.0 * joint_trajectory));
}
 
inline const Eigen::MatrixXd& ChompCost::getQuadraticCostInverse() const
{
  return quad_cost_inv_;
}
 
inline const Eigen::MatrixXd& ChompCost::getQuadraticCost() const
{
  return quad_cost_;
}
 
inline double ChompCost::getCost(const Eigen::MatrixXd::ColXpr& joint_trajectory) const
{
  return joint_trajectory.dot(quad_cost_full_ * joint_trajectory);
}
 
}  // namespace chomp