Crocoddyl
 
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diff-action-base.hpp
1
2// BSD 3-Clause License
3//
4// Copyright (C) 2019-2025, LAAS-CNRS, University of Edinburgh,
5// University of Oxford, Heriot-Watt University
6// Copyright note valid unless otherwise stated in individual files.
7// All rights reserved.
9
10#ifndef CROCODDYL_CORE_DIFF_ACTION_BASE_HPP_
11#define CROCODDYL_CORE_DIFF_ACTION_BASE_HPP_
12
13#include "crocoddyl/core/fwd.hpp"
14#include "crocoddyl/core/state-base.hpp"
15
16namespace crocoddyl {
17
19 public:
20 virtual ~DifferentialActionModelBase() = default;
21
22 CROCODDYL_BASE_CAST(DifferentialActionModelBase,
24};
25
121template <typename _Scalar>
123 public:
124 EIGEN_MAKE_ALIGNED_OPERATOR_NEW
125
126 typedef _Scalar Scalar;
127 typedef typename ScalarSelector<Scalar>::type ScalarType;
132 typedef typename MathBase::VectorXs VectorXs;
133 typedef typename MathBase::MatrixXs MatrixXs;
134
146 DifferentialActionModelAbstractTpl(std::shared_ptr<StateAbstract> state,
147 const std::size_t nu,
148 const std::size_t nr = 0,
149 const std::size_t ng = 0,
150 const std::size_t nh = 0,
151 const std::size_t ng_T = 0,
152 const std::size_t nh_T = 0);
153 virtual ~DifferentialActionModelAbstractTpl() = default;
154
162 virtual void calc(const std::shared_ptr<DifferentialActionDataAbstract>& data,
163 const Eigen::Ref<const VectorXs>& x,
164 const Eigen::Ref<const VectorXs>& u) = 0;
165
177 virtual void calc(const std::shared_ptr<DifferentialActionDataAbstract>& data,
178 const Eigen::Ref<const VectorXs>& x);
179
192 virtual void calcDiff(
193 const std::shared_ptr<DifferentialActionDataAbstract>& data,
194 const Eigen::Ref<const VectorXs>& x,
195 const Eigen::Ref<const VectorXs>& u) = 0;
196
208 virtual void calcDiff(
209 const std::shared_ptr<DifferentialActionDataAbstract>& data,
210 const Eigen::Ref<const VectorXs>& x);
211
217 virtual std::shared_ptr<DifferentialActionDataAbstract> createData();
218
222 virtual bool checkData(
223 const std::shared_ptr<DifferentialActionDataAbstract>& data);
224
238 virtual void quasiStatic(
239 const std::shared_ptr<DifferentialActionDataAbstract>& data,
240 Eigen::Ref<VectorXs> u, const Eigen::Ref<const VectorXs>& x,
241 const std::size_t maxiter = 100, const Scalar tol = Scalar(1e-9));
242
255 const std::shared_ptr<DifferentialActionDataAbstract>& data,
256 const VectorXs& x, const std::size_t maxiter = 100,
257 const Scalar tol = Scalar(1e-9));
258
262 std::size_t get_nu() const;
263
267 std::size_t get_nr() const;
268
272 virtual std::size_t get_ng() const;
273
277 virtual std::size_t get_nh() const;
278
282 virtual std::size_t get_ng_T() const;
283
287 virtual std::size_t get_nh_T() const;
288
292 const std::shared_ptr<StateAbstract>& get_state() const;
293
297 virtual const VectorXs& get_g_lb() const;
298
302 virtual const VectorXs& get_g_ub() const;
303
307 const VectorXs& get_u_lb() const;
308
312 const VectorXs& get_u_ub() const;
313
318
322 void set_g_lb(const VectorXs& g_lb);
323
327 void set_g_ub(const VectorXs& g_ub);
328
332 void set_u_lb(const VectorXs& u_lb);
333
337 void set_u_ub(const VectorXs& u_ub);
338
342 template <class Scalar>
343 friend std::ostream& operator<<(
344 std::ostream& os,
346
352 virtual void print(std::ostream& os) const;
353
354 private:
355 std::size_t ng_internal_;
357 std::size_t nh_internal_;
359
360 protected:
361 std::size_t nu_;
362 std::size_t nr_;
363 std::size_t ng_;
364 std::size_t nh_;
365 std::size_t ng_T_;
366 std::size_t nh_T_;
367 std::shared_ptr<StateAbstract> state_;
368 VectorXs unone_;
369 VectorXs g_lb_;
370 VectorXs g_ub_;
371 VectorXs u_lb_;
372 VectorXs u_ub_;
376 : nu_(0), nr_(0), ng_(0), nh_(0), ng_T_(0), nh_T_(0), state_(nullptr) {}
377
383
384 template <class Scalar>
386 template <class Scalar>
387 friend class ConstraintModelManagerTpl;
388};
389
390template <typename _Scalar>
392 EIGEN_MAKE_ALIGNED_OPERATOR_NEW
393
394 typedef _Scalar Scalar;
396 typedef typename MathBase::VectorXs VectorXs;
397 typedef typename MathBase::MatrixXs MatrixXs;
398
399 template <template <typename Scalar> class Model>
400 explicit DifferentialActionDataAbstractTpl(Model<Scalar>* const model)
401 : cost(Scalar(0.)),
402 xout(model->get_state()->get_nv()),
403 Fx(model->get_state()->get_nv(), model->get_state()->get_ndx()),
404 Fu(model->get_state()->get_nv(), model->get_nu()),
405 r(model->get_nr()),
406 Lx(model->get_state()->get_ndx()),
407 Lu(model->get_nu()),
408 Lxx(model->get_state()->get_ndx(), model->get_state()->get_ndx()),
409 Lxu(model->get_state()->get_ndx(), model->get_nu()),
410 Luu(model->get_nu(), model->get_nu()),
411 g(model->get_ng() > model->get_ng_T() ? model->get_ng()
412 : model->get_ng_T()),
413 Gx(model->get_ng() > model->get_ng_T() ? model->get_ng()
414 : model->get_ng_T(),
415 model->get_state()->get_ndx()),
416 Gu(model->get_ng() > model->get_ng_T() ? model->get_ng()
417 : model->get_ng_T(),
418 model->get_nu()),
419 h(model->get_nh() > model->get_nh_T() ? model->get_nh()
420 : model->get_nh_T()),
421 Hx(model->get_nh() > model->get_nh_T() ? model->get_nh()
422 : model->get_nh_T(),
423 model->get_state()->get_ndx()),
424 Hu(model->get_nh() > model->get_nh_T() ? model->get_nh()
425 : model->get_nh_T(),
426 model->get_nu()) {
427 xout.setZero();
428 Fx.setZero();
429 Fu.setZero();
430 r.setZero();
431 Lx.setZero();
432 Lu.setZero();
433 Lxx.setZero();
434 Lxu.setZero();
435 Luu.setZero();
436 g.setZero();
437 Gx.setZero();
438 Gu.setZero();
439 h.setZero();
440 Hx.setZero();
441 Hu.setZero();
442 }
443 virtual ~DifferentialActionDataAbstractTpl() = default;
444
445 Scalar cost;
446 VectorXs xout;
447 MatrixXs Fx;
448 MatrixXs
450 VectorXs r;
451 VectorXs Lx;
452 VectorXs Lu;
453 MatrixXs Lxx;
454 MatrixXs Lxu;
456 MatrixXs Luu;
457 VectorXs g;
458 MatrixXs Gx;
460 MatrixXs Gu;
462 VectorXs h;
463 MatrixXs Hx;
465 MatrixXs Hu;
467};
468
469} // namespace crocoddyl
470
471/* --- Details -------------------------------------------------------------- */
472/* --- Details -------------------------------------------------------------- */
473/* --- Details -------------------------------------------------------------- */
474#include "crocoddyl/core/diff-action-base.hxx"
475
476CROCODDYL_DECLARE_EXTERN_TEMPLATE_CLASS(
478CROCODDYL_DECLARE_EXTERN_TEMPLATE_STRUCT(
480
481#endif // CROCODDYL_CORE_DIFF_ACTION_BASE_HPP_
Manage the individual constraint models.
Abstract class for differential action model.
virtual std::size_t get_ng() const
Return the number of inequality constraints.
void set_g_lb(const VectorXs &g_lb)
Modify the lower bound of the inequality constraints.
std::shared_ptr< StateAbstract > state_
Model of the state.
virtual const VectorXs & get_g_lb() const
Return the lower bound of the inequality constraints.
virtual std::size_t get_nh() const
Return the number of equality constraints.
const VectorXs & get_u_ub() const
Return the control upper bound.
virtual void print(std::ostream &os) const
Print relevant information of the differential action model.
void set_u_ub(const VectorXs &u_ub)
Modify the control upper bounds.
virtual void calc(const std::shared_ptr< DifferentialActionDataAbstract > &data, const Eigen::Ref< const VectorXs > &x, const Eigen::Ref< const VectorXs > &u)=0
Compute the system acceleration and cost value.
VectorXs g_ub_
Lower bound of the inequality constraints.
virtual const VectorXs & get_g_ub() const
Return the upper bound of the inequality constraints.
bool get_has_control_limits() const
Indicates if there are defined control limits.
std::size_t nh_T_
Number of equality terminal constraints.
VectorXs quasiStatic_x(const std::shared_ptr< DifferentialActionDataAbstract > &data, const VectorXs &x, const std::size_t maxiter=100, const Scalar tol=Scalar(1e-9))
void update_has_control_limits()
Update the status of the control limits (i.e. if there are defined limits)
virtual std::shared_ptr< DifferentialActionDataAbstract > createData()
Create the differential action data.
virtual std::size_t get_nh_T() const
Return the number of equality terminal constraints.
virtual bool checkData(const std::shared_ptr< DifferentialActionDataAbstract > &data)
Checks that a specific data belongs to this model.
const std::shared_ptr< StateAbstract > & get_state() const
Return the state.
std::size_t nr_
Dimension of the cost residual.
std::size_t nh_
Number of equality constraints.
virtual void quasiStatic(const std::shared_ptr< DifferentialActionDataAbstract > &data, Eigen::Ref< VectorXs > u, const Eigen::Ref< const VectorXs > &x, const std::size_t maxiter=100, const Scalar tol=Scalar(1e-9))
Computes the quasic static commands.
std::size_t get_nr() const
Return the dimension of the cost-residual vector.
virtual void calcDiff(const std::shared_ptr< DifferentialActionDataAbstract > &data, const Eigen::Ref< const VectorXs > &x)
Compute the derivatives of the cost functions with respect to the state only.
DifferentialActionModelAbstractTpl(std::shared_ptr< StateAbstract > state, const std::size_t nu, const std::size_t nr=0, const std::size_t ng=0, const std::size_t nh=0, const std::size_t ng_T=0, const std::size_t nh_T=0)
Initialize the differential action model.
std::size_t ng_T_
Number of inequality terminal constraints.
void set_g_ub(const VectorXs &g_ub)
Modify the upper bound of the inequality constraints.
const VectorXs & get_u_lb() const
Return the control lower bound.
virtual std::size_t get_ng_T() const
Return the number of inequality terminal constraints.
void set_u_lb(const VectorXs &u_lb)
Modify the control lower bounds.
VectorXs g_lb_
Lower bound of the inequality constraints.
friend std::ostream & operator<<(std::ostream &os, const DifferentialActionModelAbstractTpl< Scalar > &model)
Print information on the differential action model.
virtual void calcDiff(const std::shared_ptr< DifferentialActionDataAbstract > &data, const Eigen::Ref< const VectorXs > &x, const Eigen::Ref< const VectorXs > &u)=0
Compute the derivatives of the dynamics and cost functions.
virtual void calc(const std::shared_ptr< DifferentialActionDataAbstract > &data, const Eigen::Ref< const VectorXs > &x)
Compute the total cost value for nodes that depends only on the state.
std::size_t ng_
Number of inequality constraints.
std::size_t get_nu() const
Return the dimension of the control input.
Abstract class for an integrated action model.
Abstract class for the state representation.
MatrixXs Fx
Jacobian of the dynamics w.r.t. the state .
MatrixXs Fu
Jacobian of the dynamics w.r.t. the control .
VectorXs h
Equality constraint values.
MatrixXs Luu
Hessian of the cost w.r.t. the control .
VectorXs g
Inequality constraint values.
VectorXs Lx
Jacobian of the cost w.r.t. the state .
MatrixXs Lxx
Hessian of the cost w.r.t. the state .
VectorXs Lu
Jacobian of the cost w.r.t. the control .