box-qp.hpp

 
// BSD 3-Clause License
//
// Copyright (C) 2019-2022, University of Edinburgh, Heriot-Watt University
// Copyright note valid unless otherwise stated in individual files.
// All rights reserved.
 
#ifndef CROCODDYL_CORE_SOLVERS_BOX_QP_HPP_
#define CROCODDYL_CORE_SOLVERS_BOX_QP_HPP_
 
#include <Eigen/Cholesky>
#include <Eigen/Dense>
#include <vector>
 
#include "crocoddyl/core/utils/exception.hpp"
 
namespace crocoddyl {
 
struct BoxQPSolution {
  EIGEN_MAKE_ALIGNED_OPERATOR_NEW
 
  BoxQPSolution() {}
 
  BoxQPSolution(const Eigen::MatrixXd& Hff_inv, const Eigen::VectorXd& x,
                const std::vector<size_t>& free_idx,
                const std::vector<size_t>& clamped_idx)
      : Hff_inv(Hff_inv), x(x), free_idx(free_idx), clamped_idx(clamped_idx) {}
 
  Eigen::MatrixXd Hff_inv;          
  Eigen::VectorXd x;                
  std::vector<size_t> free_idx;     
  std::vector<size_t> clamped_idx;  
};
 
class BoxQP {
 public:
  EIGEN_MAKE_ALIGNED_OPERATOR_NEW
 
  BoxQP(const std::size_t nx, const std::size_t maxiter = 100,
        const double th_acceptstep = 0.1, const double th_grad = 1e-9,
        const double reg = 1e-9);
  ~BoxQP();
 
  const BoxQPSolution& solve(const Eigen::MatrixXd& H, const Eigen::VectorXd& q,
                             const Eigen::VectorXd& lb,
                             const Eigen::VectorXd& ub,
                             const Eigen::VectorXd& xinit);
 
  const BoxQPSolution& get_solution() const;
 
  std::size_t get_nx() const;
 
  std::size_t get_maxiter() const;
 
  double get_th_acceptstep() const;
 
  double get_th_grad() const;
 
  double get_reg() const;
 
  const std::vector<double>& get_alphas() const;
 
  void set_nx(const std::size_t nx);
 
  void set_maxiter(const std::size_t maxiter);
 
  void set_th_acceptstep(const double th_acceptstep);
 
  void set_th_grad(const double th_grad);
 
  void set_reg(const double reg);
 
  void set_alphas(const std::vector<double>& alphas);
 
 private:
  std::size_t nx_;          
  BoxQPSolution solution_;  
  std::size_t maxiter_;     
  double th_acceptstep_;    
  double
      th_grad_;  
  double reg_;   
 
  double fold_;     
  double fnew_;     
  std::size_t nf_;  
  std::size_t nc_;  
  std::vector<double>
      alphas_;  
  Eigen::VectorXd x_;     
  Eigen::VectorXd xnew_;  
  Eigen::VectorXd g_;     
  Eigen::VectorXd dx_;    
 
  Eigen::VectorXd xo_;  
  Eigen::VectorXd
      dxo_;  
  Eigen::VectorXd
      qo_;  
  Eigen::MatrixXd Ho_;  
 
  Eigen::LLT<Eigen::MatrixXd> Hff_inv_llt_;  
};
 
}  // namespace crocoddyl
 
#endif  // CROCODDYL_CORE_SOLVERS_BOX_QP_HPP_