ceres-solver/internal/ceres/linear_operator.h

// Ceres Solver - A fast non-linear least squares minimizer
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// Author: sameeragarwal@google.com (Sameer Agarwal)
//
// Base classes for access to an linear operator.

#ifndef CERES_INTERNAL_LINEAR_OPERATOR_H_
#define CERES_INTERNAL_LINEAR_OPERATOR_H_

#include "ceres/internal/eigen.h"
#include "ceres/internal/export.h"
#include "ceres/types.h"

namespace ceres::internal {

class ContextImpl;

// This is an abstract base class for linear operators. It supports
// access to size information and left and right multiply operators.
class CERES_NO_EXPORT LinearOperator {
 public:
  virtual ~LinearOperator();

  // y = y + Ax;
  virtual void RightMultiplyAndAccumulate(const double* x, double* y) const = 0;
  virtual void RightMultiplyAndAccumulate(const double* x,
                                          double* y,
                                          ContextImpl* context,
                                          int num_threads) const;
  // y = y + A'x;
  virtual void LeftMultiplyAndAccumulate(const double* x, double* y) const = 0;
  virtual void LeftMultiplyAndAccumulate(const double* x,
                                         double* y,
                                         ContextImpl* context,
                                         int num_threads) const;

  virtual void RightMultiplyAndAccumulate(const Vector& x, Vector& y) const {
    RightMultiplyAndAccumulate(x.data(), y.data());
  }

  virtual void LeftMultiplyAndAccumulate(const Vector& x, Vector& y) const {
    LeftMultiplyAndAccumulate(x.data(), y.data());
  }

  virtual void RightMultiplyAndAccumulate(const Vector& x,
                                          Vector& y,
                                          ContextImpl* context,
                                          int num_threads) const {
    RightMultiplyAndAccumulate(x.data(), y.data(), context, num_threads);
  }

  virtual void LeftMultiplyAndAccumulate(const Vector& x,
                                         Vector& y,
                                         ContextImpl* context,
                                         int num_threads) const {
    LeftMultiplyAndAccumulate(x.data(), y.data(), context, num_threads);
  }

  virtual int num_rows() const = 0;
  virtual int num_cols() const = 0;
};

}  // namespace ceres::internal

#endif  // CERES_INTERNAL_LINEAR_OPERATOR_H_