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/////////////////////////////////////////////////////////////////////////////// |
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// BSD 3-Clause License |
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// |
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// Copyright (C) 2019-2023, LAAS-CNRS, University of Edinburgh, |
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// University of Oxford, Heriot-Watt University |
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// Copyright note valid unless otherwise stated in individual files. |
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// All rights reserved. |
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/////////////////////////////////////////////////////////////////////////////// |
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#ifndef CROCODDYL_MULTIBODY_ACTIONS_IMPULSE_FWDDYN_HPP_ |
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#define CROCODDYL_MULTIBODY_ACTIONS_IMPULSE_FWDDYN_HPP_ |
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#include <pinocchio/algorithm/centroidal.hpp> |
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#include <pinocchio/algorithm/compute-all-terms.hpp> |
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#include <pinocchio/algorithm/contact-dynamics.hpp> |
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#include <pinocchio/algorithm/frames.hpp> |
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#include <pinocchio/algorithm/kinematics-derivatives.hpp> |
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#include <pinocchio/algorithm/rnea-derivatives.hpp> |
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#include <stdexcept> |
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#include "crocoddyl/core/action-base.hpp" |
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#include "crocoddyl/core/constraints/constraint-manager.hpp" |
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#include "crocoddyl/core/costs/cost-sum.hpp" |
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#include "crocoddyl/core/utils/exception.hpp" |
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#include "crocoddyl/multibody/actions/impulse-fwddyn.hpp" |
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#include "crocoddyl/multibody/actuations/floating-base.hpp" |
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#include "crocoddyl/multibody/data/impulses.hpp" |
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#include "crocoddyl/multibody/fwd.hpp" |
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#include "crocoddyl/multibody/impulses/multiple-impulses.hpp" |
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#include "crocoddyl/multibody/states/multibody.hpp" |
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namespace crocoddyl { |
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/** |
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* @brief Action model for impulse forward dynamics in multibody systems. |
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* |
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* This class implements impulse forward dynamics given a stack of |
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* rigid-impulses described in `ImpulseModelMultipleTpl`, i.e., \f[ |
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* \left[\begin{matrix}\mathbf{v}^+ \\ -\boldsymbol{\Lambda}\end{matrix}\right] |
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* = \left[\begin{matrix}\mathbf{M} & \mathbf{J}^{\top}_c \\ {\mathbf{J}_{c}} & |
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* \mathbf{0} \end{matrix}\right]^{-1} |
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* \left[\begin{matrix}\mathbf{M}\mathbf{v}^- \\ -e\mathbf{J}_c\mathbf{v}^- |
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* \\\end{matrix}\right], \f] where \f$\mathbf{q}\in Q\f$, |
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* \f$\mathbf{v}\in\mathbb{R}^{nv}\f$ are the configuration point and |
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* generalized velocity (its tangent vector), respectively; \f$\mathbf{v}^+\f$, |
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* \f$\mathbf{v}^-\f$ are the discontinuous changes in the generalized velocity |
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* (i.e., velocity before and after impact, respectively); |
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* \f$\mathbf{J}_c\in\mathbb{R}^{nc\times nv}\f$ is the contact Jacobian |
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* expressed in the local frame; and |
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* \f$\boldsymbol{\Lambda}\in\mathbb{R}^{nc}\f$ is the impulse vector. |
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* |
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* The derivatives of the next state and contact impulses are computed |
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* efficiently based on the analytical derivatives of Recursive Newton Euler |
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* Algorithm (RNEA) as described in \cite mastalli-icra20. Note that the |
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* algorithm for computing the RNEA derivatives is described in \cite |
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* carpentier-rss18. |
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* |
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* The stack of cost and constraint functions are implemented in |
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* `CostModelSumTpl` and `ConstraintModelAbstractTpl`, respectively. The |
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* computation of the impulse dynamics and its derivatives are carrying out |
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* inside `calc()` and `calcDiff()` functions, respectively. It is also |
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* important to remark that `calcDiff()` computes the derivatives using the |
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* latest stored values by `calc()`. Thus, we need to run `calc()` first. |
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* |
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* \sa `ActionModelAbstractTpl`, `calc()`, `calcDiff()`, `createData()` |
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*/ |
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template <typename _Scalar> |
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class ActionModelImpulseFwdDynamicsTpl |
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: public ActionModelAbstractTpl<_Scalar> { |
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public: |
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EIGEN_MAKE_ALIGNED_OPERATOR_NEW |
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typedef _Scalar Scalar; |
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typedef ActionModelAbstractTpl<Scalar> Base; |
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typedef ActionDataImpulseFwdDynamicsTpl<Scalar> Data; |
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typedef MathBaseTpl<Scalar> MathBase; |
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typedef CostModelSumTpl<Scalar> CostModelSum; |
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typedef ConstraintModelManagerTpl<Scalar> ConstraintModelManager; |
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typedef StateMultibodyTpl<Scalar> StateMultibody; |
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typedef ActionDataAbstractTpl<Scalar> ActionDataAbstract; |
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typedef ImpulseModelMultipleTpl<Scalar> ImpulseModelMultiple; |
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typedef typename MathBase::VectorXs VectorXs; |
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typedef typename MathBase::MatrixXs MatrixXs; |
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/** |
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* @brief Initialize the impulse forward-dynamics action model |
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* |
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* It describes the impulse dynamics of a multibody system under rigid-contact |
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* constraints defined by `ImpulseModelMultipleTpl`. It computes the cost |
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* described in `CostModelSumTpl`. |
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* |
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* @param[in] state State of the multibody system |
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* @param[in] actuation Actuation model |
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* @param[in] impulses Stack of rigid impulses |
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* @param[in] costs Stack of cost functions |
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* @param[in] r_coeff Restitution coefficient (default 0.) |
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* @param[in] JMinvJt_damping Damping term used in operational space inertia |
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* matrix (default 0.) |
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* @param[in] enable_force Enable the computation of the contact force |
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* derivatives (default false) |
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*/ |
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ActionModelImpulseFwdDynamicsTpl( |
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boost::shared_ptr<StateMultibody> state, |
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boost::shared_ptr<ImpulseModelMultiple> impulses, |
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boost::shared_ptr<CostModelSum> costs, const Scalar r_coeff = Scalar(0.), |
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const Scalar JMinvJt_damping = Scalar(0.), |
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const bool enable_force = false); |
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/** |
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* @brief Initialize the impulse forward-dynamics action model |
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* |
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* It describes the impulse dynamics of a multibody system under rigid-contact |
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* constraints defined by `ImpulseModelMultipleTpl`. It computes the cost |
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* described in `CostModelSumTpl`. |
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* |
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* @param[in] state State of the multibody system |
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* @param[in] actuation Actuation model |
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* @param[in] impulses Stack of rigid impulses |
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* @param[in] costs Stack of cost functions |
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* @param[in] constraints Stack of constraints |
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* @param[in] r_coeff Restitution coefficient (default 0.) |
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* @param[in] JMinvJt_damping Damping term used in operational space inertia |
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* matrix (default 0.) |
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* @param[in] enable_force Enable the computation of the contact force |
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* derivatives (default false) |
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*/ |
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ActionModelImpulseFwdDynamicsTpl( |
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boost::shared_ptr<StateMultibody> state, |
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boost::shared_ptr<ImpulseModelMultiple> impulses, |
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boost::shared_ptr<CostModelSum> costs, |
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boost::shared_ptr<ConstraintModelManager> constraints, |
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const Scalar r_coeff = Scalar(0.), |
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const Scalar JMinvJt_damping = Scalar(0.), |
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const bool enable_force = false); |
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virtual ~ActionModelImpulseFwdDynamicsTpl(); |
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/** |
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* @brief Compute the system acceleration, and cost value |
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* |
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* It computes the system acceleration using the impulse dynamics. |
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* |
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* @param[in] data Impulse forward-dynamics data |
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* @param[in] x State point \f$\mathbf{x}\in\mathbb{R}^{ndx}\f$ |
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* @param[in] u Control input \f$\mathbf{u}\in\mathbb{R}^{nu}\f$ |
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*/ |
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virtual void calc(const boost::shared_ptr<ActionDataAbstract>& data, |
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const Eigen::Ref<const VectorXs>& x, |
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const Eigen::Ref<const VectorXs>& u); |
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/** |
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* @brief Compute the total cost value for nodes that depends only on the |
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* state |
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* |
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* It updates the total cost and the system acceleration is not updated as it |
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* is expected to be zero. Additionally, it does not update the contact |
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* forces. This function is used in the terminal nodes of an optimal control |
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* problem. |
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* |
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* @param[in] data Impulse forward-dynamics data |
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* @param[in] x State point \f$\mathbf{x}\in\mathbb{R}^{ndx}\f$ |
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*/ |
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virtual void calc(const boost::shared_ptr<ActionDataAbstract>& data, |
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const Eigen::Ref<const VectorXs>& x); |
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/** |
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* @brief Compute the derivatives of the impulse dynamics, and cost function |
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* |
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* @param[in] data Impulse forward-dynamics data |
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* @param[in] x State point \f$\mathbf{x}\in\mathbb{R}^{ndx}\f$ |
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* @param[in] u Control input \f$\mathbf{u}\in\mathbb{R}^{nu}\f$ |
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*/ |
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virtual void calcDiff(const boost::shared_ptr<ActionDataAbstract>& data, |
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const Eigen::Ref<const VectorXs>& x, |
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const Eigen::Ref<const VectorXs>& u); |
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/** |
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* @brief Compute the derivatives of the cost functions with respect to the |
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* state only |
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* |
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* It updates the derivatives of the cost function with respect to the state |
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* only. Additionally, it does not update the contact forces derivatives. This |
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* function is used in the terminal nodes of an optimal control problem. |
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* |
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* @param[in] data Impulse forward-dynamics data |
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* @param[in] x State point \f$\mathbf{x}\in\mathbb{R}^{ndx}\f$ |
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*/ |
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virtual void calcDiff(const boost::shared_ptr<ActionDataAbstract>& data, |
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const Eigen::Ref<const VectorXs>& x); |
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/** |
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* @brief Create the impulse forward-dynamics data |
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* |
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* @return impulse forward-dynamics data |
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*/ |
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virtual boost::shared_ptr<ActionDataAbstract> createData(); |
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/** |
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* @brief Check that the given data belongs to the impulse forward-dynamics |
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* data |
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*/ |
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virtual bool checkData(const boost::shared_ptr<ActionDataAbstract>& data); |
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/** |
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* @brief @copydoc Base::quasiStatic() |
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*/ |
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virtual void quasiStatic(const boost::shared_ptr<ActionDataAbstract>& data, |
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Eigen::Ref<VectorXs> u, |
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const Eigen::Ref<const VectorXs>& x, |
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const std::size_t maxiter = 100, |
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const Scalar tol = Scalar(1e-9)); |
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/** |
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* @brief Return the number of inequality constraints |
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*/ |
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virtual std::size_t get_ng() const; |
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/** |
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* @brief Return the number of equality constraints |
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*/ |
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virtual std::size_t get_nh() const; |
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/** |
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* @brief Return the lower bound of the inequality constraints |
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*/ |
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virtual const VectorXs& get_g_lb() const; |
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/** |
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* @brief Return the upper bound of the inequality constraints |
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*/ |
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virtual const VectorXs& get_g_ub() const; |
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/** |
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* @brief Return the impulse model |
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*/ |
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const boost::shared_ptr<ImpulseModelMultiple>& get_impulses() const; |
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/** |
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* @brief Return the cost model |
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*/ |
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const boost::shared_ptr<CostModelSum>& get_costs() const; |
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/** |
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* @brief Return the constraint model manager |
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*/ |
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const boost::shared_ptr<ConstraintModelManager>& get_constraints() const; |
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/** |
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* @brief Return the Pinocchio model |
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*/ |
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pinocchio::ModelTpl<Scalar>& get_pinocchio() const; |
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/** |
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* @brief Return the armature vector |
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*/ |
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const VectorXs& get_armature() const; |
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/** |
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* @brief Return the restituion coefficient |
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*/ |
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const Scalar get_restitution_coefficient() const; |
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/** |
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* @brief Return the damping factor used in the operational space inertia |
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* matrix |
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*/ |
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const Scalar get_damping_factor() const; |
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/** |
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* @brief Modify the armature vector |
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*/ |
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void set_armature(const VectorXs& armature); |
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/** |
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* @brief Modify the restituion coefficient |
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*/ |
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void set_restitution_coefficient(const Scalar r_coeff); |
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/** |
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* @brief Modify the damping factor used in the operational space inertia |
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* matrix |
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*/ |
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void set_damping_factor(const Scalar damping); |
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/** |
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* @brief Print relevant information of the impulse forward-dynamics model |
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* |
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* @param[out] os Output stream object |
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*/ |
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virtual void print(std::ostream& os) const; |
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protected: |
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using Base::g_lb_; //!< Lower bound of the inequality constraints |
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using Base::g_ub_; //!< Upper bound of the inequality constraints |
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using Base::state_; //!< Model of the state |
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private: |
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void init(); |
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void initCalc(Data* data, const Eigen::Ref<const VectorXs>& x); |
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void initCalcDiff(Data* data, const Eigen::Ref<const VectorXs>& x); |
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boost::shared_ptr<ImpulseModelMultiple> impulses_; //!< Impulse model |
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boost::shared_ptr<CostModelSum> costs_; //!< Cost model |
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boost::shared_ptr<ConstraintModelManager> constraints_; //!< Constraint model |
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pinocchio::ModelTpl<Scalar>& pinocchio_; //!< Pinocchio model |
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bool with_armature_; //!< Indicate if we have defined an armature |
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VectorXs armature_; //!< Armature vector |
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Scalar r_coeff_; //!< Restitution coefficient |
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Scalar JMinvJt_damping_; //!< Damping factor used in operational space |
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//!< inertia matrix |
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bool enable_force_; //!< Indicate if we have enabled the computation of the |
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//!< contact-forces derivatives |
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pinocchio::MotionTpl<Scalar> gravity_; //! Gravity acceleration |
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}; |
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template <typename _Scalar> |
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struct ActionDataImpulseFwdDynamicsTpl : public ActionDataAbstractTpl<_Scalar> { |
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EIGEN_MAKE_ALIGNED_OPERATOR_NEW |
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typedef _Scalar Scalar; |
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typedef MathBaseTpl<Scalar> MathBase; |
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typedef ActionDataAbstractTpl<Scalar> Base; |
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typedef typename MathBase::VectorXs VectorXs; |
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typedef typename MathBase::MatrixXs MatrixXs; |
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template <template <typename Scalar> class Model> |
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explicit ActionDataImpulseFwdDynamicsTpl(Model<Scalar>* const model) |
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: Base(model), |
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pinocchio(pinocchio::DataTpl<Scalar>(model->get_pinocchio())), |
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multibody(&pinocchio, model->get_impulses()->createData(&pinocchio)), |
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costs(model->get_costs()->createData(&multibody)), |
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vnone(model->get_state()->get_nv()), |
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Kinv(model->get_state()->get_nv() + |
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model->get_impulses()->get_nc_total(), |
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model->get_state()->get_nv() + |
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model->get_impulses()->get_nc_total()), |
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df_dx(model->get_impulses()->get_nc_total(), |
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model->get_state()->get_ndx()), |
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✓✗✓✗ ✓✗✓✗ ✓✗✓✗ ✓✗✓✗
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dgrav_dq(model->get_state()->get_nv(), model->get_state()->get_nv()) { |
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✓✗ |
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costs->shareMemory(this); |
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✓✓ |
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if (model->get_constraints() != nullptr) { |
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✓✗ |
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constraints = model->get_constraints()->createData(&multibody); |
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✓✗ |
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constraints->shareMemory(this); |
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} |
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✓✗ |
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vnone.setZero(); |
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✓✗ |
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Kinv.setZero(); |
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✓✗ |
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df_dx.setZero(); |
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✓✗ |
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dgrav_dq.setZero(); |
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} |
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pinocchio::DataTpl<Scalar> pinocchio; |
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DataCollectorMultibodyInImpulseTpl<Scalar> multibody; |
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boost::shared_ptr<CostDataSumTpl<Scalar> > costs; |
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boost::shared_ptr<ConstraintDataManagerTpl<Scalar> > constraints; |
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VectorXs vnone; |
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MatrixXs Kinv; |
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MatrixXs df_dx; |
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MatrixXs dgrav_dq; |
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}; |
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} // namespace crocoddyl |
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/* --- Details -------------------------------------------------------------- */ |
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/* --- Details -------------------------------------------------------------- */ |
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/* --- Details -------------------------------------------------------------- */ |
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#include <crocoddyl/multibody/actions/impulse-fwddyn.hxx> |
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#endif // CROCODDYL_MULTIBODY_ACTIONS_IMPULSE_FWDDYN_HPP_ |