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File: include/hpp/core/problem-solver.hh
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1 //
2 // Copyright (c) 2005, 2006, 2007, 2008, 2009, 2010, 2011 CNRS
3 // Authors: Florent Lamiraux
4 //
5
6 // Redistribution and use in source and binary forms, with or without
7 // modification, are permitted provided that the following conditions are
8 // met:
9 //
10 // 1. Redistributions of source code must retain the above copyright
11 // notice, this list of conditions and the following disclaimer.
12 //
13 // 2. Redistributions in binary form must reproduce the above copyright
14 // notice, this list of conditions and the following disclaimer in the
15 // documentation and/or other materials provided with the distribution.
16 //
17 // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
18 // "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
19 // LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
20 // A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
21 // HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
22 // SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
23 // LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
24 // DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
25 // THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
26 // (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
27 // OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH
28 // DAMAGE.
29
30 #ifndef HPP_CORE_PROBLEM_SOLVER_HH
31 #define HPP_CORE_PROBLEM_SOLVER_HH
32
33 #include <functional>
34 #include <hpp/core/config.hh>
35 #include <hpp/core/container.hh>
36 #include <hpp/core/deprecated.hh>
37 #include <hpp/core/fwd.hh>
38 #include <hpp/pinocchio/fwd.hh>
39 #include <stdexcept>
40
41 namespace hpp {
42 namespace core {
43 /// member ProblemSolver::lockedJoints has been removed. LockedJointPtr_t
44 /// instances are now stored with constraints::ImplicitPtr_t in
45 /// member numericalConstraints.
46 class
47 Member_lockedJoints_in_class_ProblemSolver_has_been_removed_use_member_numericalConstraints_instead {
48 };
49 typedef std::function<DevicePtr_t(const std::string&)> RobotBuilder_t;
50 typedef std::function<PathOptimizerPtr_t(const ProblemConstPtr_t&)>
51 PathOptimizerBuilder_t;
52 typedef std::function<PathPlannerPtr_t(const ProblemConstPtr_t&,
53 const RoadmapPtr_t&)>
54 PathPlannerBuilder_t;
55 typedef std::function<PathValidationPtr_t(const DevicePtr_t&,
56 const value_type&)>
57 PathValidationBuilder_t;
58 typedef std::function<ConfigValidationPtr_t(const DevicePtr_t&)>
59 ConfigValidationBuilder_t;
60 typedef std::function<PathProjectorPtr_t(const ProblemConstPtr_t&,
61 const value_type&)>
62 PathProjectorBuilder_t;
63 typedef std::function<ConfigurationShooterPtr_t(const ProblemConstPtr_t&)>
64 ConfigurationShooterBuilder_t;
65 typedef std::function<DistancePtr_t(const ProblemConstPtr_t&)>
66 DistanceBuilder_t;
67 typedef std::function<SteeringMethodPtr_t(const ProblemConstPtr_t&)>
68 SteeringMethodBuilder_t;
69 typedef std::vector<std::pair<std::string, CollisionObjectPtr_t> >
70 AffordanceObjects_t;
71 typedef vector3_t AffordanceConfig_t;
72
73 /// Set and solve a path planning problem
74 ///
75 /// This class is a container that does the interface between
76 /// hpp-core library and component to be running in a middleware
77 /// like CORBA or ROS.
78 class HPP_CORE_DLLAPI ProblemSolver {
79 public:
80 typedef std::vector<PathOptimizerPtr_t> PathOptimizers_t;
81 typedef std::vector<std::string> PathOptimizerTypes_t;
82 typedef std::vector<std::string> ConfigValidationTypes_t;
83
84 /// Create instance and return pointer
85 static ProblemSolverPtr_t create();
86
87 /// Destructor
88 virtual ~ProblemSolver();
89
90 /// Set robot type
91 /// \param type type of the robots that will be created later
92 void robotType(const std::string& type);
93
94 /// Get robot type
95 const std::string& robotType() const;
96
97 /// Create a robot of a type defined by method setRobotType
98 ///
99 /// \param name name of the robot
100 ///
101 /// Robot is stored in problemSolver.
102 DevicePtr_t createRobot(const std::string& name);
103
104 /// Set robot
105 virtual void robot(const DevicePtr_t& robot);
106
107 /// Get robot
108 const DevicePtr_t& robot() const;
109
110 /// Get pointer to problem
111 17 ProblemPtr_t problem() { return problem_; }
112 /// Get shared pointer to initial configuration.
113 const Configuration_t& initConfig() const { return initConf_; }
114 /// Set initial configuration.
115 virtual void initConfig(ConfigurationIn_t config);
116 /// Get number of goal configuration.
117 const Configurations_t& goalConfigs() const;
118 /// Add goal configuration.
119 virtual void addGoalConfig(ConfigurationIn_t config);
120 /// Reset the set of goal configurations
121 void resetGoalConfigs();
122 /// Set goal of path planning as a set of constraints
123 void setGoalConstraints(const NumericalConstraints_t& constraints);
124 /// Stop defining the goal of path planning as a set of constraints
125 void resetGoalConstraints();
126 /*
127 /// Add goal constraints
128 void addGoalConstraint (const ConstraintPtr_t& constraint);
129 /// Add goal LockedJoint
130 void addGoalConstraint (const LockedJointPtr_t& lj);
131 /// Add goal numerical constraints
132 void addGoalConstraint (const std::string& constraintName,
133 const std::string& functionName, const std::size_t priority);
134 /// Reset goal constraints
135 void resetGoalConstraint ();
136 */
137 /// Set path planner type
138 virtual void pathPlannerType(const std::string& type);
139 const std::string& pathPlannerType() const { return pathPlannerType_; }
140 /// Set distance type
141 void distanceType(const std::string& type);
142 const std::string& distanceType() const { return distanceType_; }
143 /// Set steering method type
144 void steeringMethodType(const std::string& type);
145 const std::string& steeringMethodType() const { return steeringMethodType_; }
146 /// Set configuration shooter type
147 void configurationShooterType(const std::string& type);
148 const std::string& configurationShooterType() const {
149 return configurationShooterType_;
150 }
151 /// Get path planner
152 const PathPlannerPtr_t& pathPlanner() const { return pathPlanner_; }
153
154 /// Add a path optimizer in the vector
155 ///
156 /// \param name of the type of path optimizer that should be added
157 void addPathOptimizer(const std::string& type);
158 const PathOptimizerTypes_t& pathOptimizerTypes() const {
159 return pathOptimizerTypes_;
160 }
161 /// Clear the vector of path optimizers
162 void clearPathOptimizers();
163 /// Get path optimizer at given rank
164 const PathOptimizerPtr_t& pathOptimizer(std::size_t rank) const {
165 return pathOptimizers_[rank];
166 }
167
168 /// Optimize path
169 ///
170 /// \param path path to optimize
171 /// Build vector of path optimizers if needed
172 /// \note each intermediate optimization output is stored in this object.
173 void optimizePath(PathVectorPtr_t path);
174
175 /// Set path validation method
176 /// \param type name of new path validation method
177 /// \param tolerance acceptable penetration for path validation
178 /// Path validation methods are used to validate edges in path planning
179 /// path optimization methods.
180 virtual void pathValidationType(const std::string& type,
181 const value_type& tolerance);
182 const std::string& pathValidationType(value_type& tolerance) const {
183 tolerance = pathValidationTolerance_;
184 return pathValidationType_;
185 }
186
187 /// Set path projector method
188 /// \param type name of new path validation method
189 /// \param step discontinuity tolerance
190 void pathProjectorType(const std::string& type, const value_type& step);
191
192 /// Get path projector current type and get tolerance
193 const std::string& pathProjectorType(value_type& tolerance) const {
194 tolerance = pathProjectorTolerance_;
195 return pathProjectorType_;
196 }
197
198 /// Add a config validation method
199 /// \param type name of new config validation method
200 /// Config validation methods are used to validate individual
201 /// configurations of the robot.
202 virtual void addConfigValidation(const std::string& type);
203
204 /// Get config validation current types
205 1 const ConfigValidationTypes_t configValidationTypes() {
206 1 return configValidationTypes_;
207 }
208
209 // Clear the vector of config validations
210 void clearConfigValidations();
211
212 /// Add a new available config validation method
213 void addConfigValidationBuilder(const std::string& type,
214 const ConfigValidationBuilder_t& builder);
215
216 15 const RoadmapPtr_t& roadmap() const { return roadmap_; }
217
218 /// \name Constraints
219 /// \{
220
221 /// Add a constraint
222 void addConstraint(const ConstraintPtr_t& constraint);
223
224 /// Get constraint set
225 const ConstraintSetPtr_t& constraints() const { return constraints_; }
226
227 /// Reset constraint set
228 virtual void resetConstraints();
229
230 /// Add numerical constraint to the config projector
231 /// \param configProjName Name given to config projector if created by
232 /// this method.
233 /// \param constraintName name of the function as stored in internal map.
234 /// Build the config projector if not yet constructed.
235 virtual void addNumericalConstraintToConfigProjector(
236 const std::string& configProjName, const std::string& constraintName,
237 const std::size_t priority = 0);
238
239 /// Add a a numerical constraint in local map.
240 /// \param name name of the numerical constraint as stored in local map,
241 /// \param constraint numerical constraint
242 ///
243 /// Numerical constraints are to be inserted in the ConfigProjector of
244 /// the constraint set.
245 void addNumericalConstraint(const std::string& name,
246 const constraints::ImplicitPtr_t& constraint) {
247 numericalConstraints.add(name, constraint);
248 }
249
250 /// Set the comparison types of a constraint.
251 /// \param name name of the differentiable function.
252 void comparisonType(const std::string& name, const ComparisonTypes_t types);
253
254 void comparisonType(const std::string& name, const ComparisonType& type);
255
256 ComparisonTypes_t comparisonType(const std::string& name) const;
257
258 /// Get constraint with given name
259 constraints::ImplicitPtr_t numericalConstraint(const std::string& name) {
260 return numericalConstraints.get(name, constraints::ImplicitPtr_t());
261 }
262
263 /// Compute value and Jacobian of numerical constraints
264 ///
265 /// \param configuration input configuration
266 /// \retval value values of the numerical constraints stacked in a unique
267 /// vector,
268 /// \retval jacobian Jacobian of the numerical constraints stacked in a
269 /// unique matrix.
270 ///
271 /// Columns of the Jacobian corresponding to locked joints are omitted,
272 /// columns corresponding to passive dofs are set to 0.
273 void computeValueAndJacobian(const Configuration_t& configuration,
274 vector_t& value, matrix_t& jacobian) const;
275
276 /// Set maximal number of iterations in config projector
277 void maxIterProjection(size_type iterations);
278 /// Get maximal number of iterations in config projector
279 size_type maxIterProjection() const { return maxIterProjection_; }
280
281 /// Set maximal number of iterations in config projector
282 void maxIterPathPlanning(size_type iterations);
283 /// Get maximal number of iterations in config projector
284 size_type maxIterPathPlanning() const { return maxIterPathPlanning_; }
285
286 /// set time out for the path planning ( in seconds)
287 void setTimeOutPathPlanning(double timeOut) {
288 timeOutPathPlanning_ = timeOut;
289 }
290
291 /// set time out for the path planning ( in seconds)
292 double getTimeOutPathPlanning() { return timeOutPathPlanning_; }
293
294 /// Set error threshold in config projector
295 void errorThreshold(const value_type& threshold);
296 /// Get errorimal number of threshold in config projector
297 value_type errorThreshold() const { return errorThreshold_; }
298 /// \}
299
300 /// Create new problem.
301 virtual void resetProblem();
302
303 /// Reset the roadmap.
304 /// \note When joints bounds are changed, the roadmap must be reset
305 /// because the kd tree must be resized.
306 virtual void resetRoadmap();
307
308 /// \name Solve problem and get paths
309 /// \{
310
311 /// Create Path optimizer if needed
312 ///
313 /// If a path optimizer is already set, do nothing.
314 /// Type of optimizer is determined by method selectPathOptimizer.
315 void createPathOptimizers();
316
317 /// Prepare the solver for a step by step planning.
318 /// and try to make direct connections (call PathPlanner::tryDirectPath)
319 /// \return the return value of PathPlanner::pathExists
320 virtual bool prepareSolveStepByStep();
321
322 /// Execute one step of the planner.
323 /// \return the return value of PathPlanner::pathExists of the selected
324 /// planner. \note This won't check if a solution has been found before doing
325 /// one step. The decision to stop planning is let to the user.
326 virtual bool executeOneStep();
327
328 /// Finish the solving procedure
329 /// The path optimizer is not called
330 virtual void finishSolveStepByStep();
331
332 /// Set and solve the problem
333 virtual void solve();
334
335 /// Make direct connection between two configurations
336 /// \param start, end: the configurations to link.
337 /// \param validate whether path should be validated. If true, path
338 /// validation is called and only valid part of path is inserted
339 /// in the path vector.
340 /// \retval pathId Id of the path that is inserted in the path vector,
341 /// \retval report Reason for non validation if relevant.
342 /// return false if direct path is not fully valid
343 ///
344 /// \note If path is only partly valid, valid part starting at start
345 /// configuration is inserted in path vector.
346 bool directPath(ConfigurationIn_t start, ConfigurationIn_t end, bool validate,
347 std::size_t& pathId, std::string& report);
348
349 /// Add random configuration into roadmap as new node.
350 void addConfigToRoadmap(ConfigurationIn_t config);
351
352 /// Add an edge between two roadmap nodes.
353 ///
354 /// \param config1 configuration of start node,
355 /// \param config2 configuration of destination node,
356 /// \param path path to store in the edge.
357 ///
358 /// Check that nodes containing config1 and config2 exist in the roadmap.
359 void addEdgeToRoadmap(ConfigurationIn_t config1, ConfigurationIn_t config2,
360 const PathPtr_t& path);
361
362 /// Interrupt path planning and path optimization
363 void interrupt();
364
365 /// Add a path
366 std::size_t addPath(const PathVectorPtr_t& path) {
367 std::size_t s = paths_.size();
368 paths_.push_back(path);
369 return s;
370 }
371
372 /// Erase a path.
373 void erasePath(std::size_t pathId) {
374 PathVectors_t::iterator it = paths_.begin();
375 std::advance(it, pathId);
376
377 paths_.erase(it);
378 }
379
380 /// Return vector of paths
381 const PathVectors_t& paths() const { return paths_; }
382 /// \}
383
384 /// \name Obstacles
385 /// \{
386
387 /// Add collision objects of a device as obstacles to the list.
388 /// \param device the Device to be added.
389 /// \param collision whether collision checking should be performed
390 /// for this object.
391 /// \param distance whether distance computation should be performed
392 /// for this object.
393 virtual void addObstacle(const DevicePtr_t& device, bool collision,
394 bool distance);
395
396 /// Add obstacle to the list.
397 /// \param inObject a new object.
398 /// \param collision whether collision checking should be performed
399 /// for this object.
400 /// \param distance whether distance computation should be performed
401 /// for this object.
402 virtual void addObstacle(const CollisionObjectPtr_t& inObject, bool collision,
403 bool distance);
404
405 /// Remove obstacle from the list.
406 /// \param name name of the obstacle
407 virtual void removeObstacle(const std::string& name);
408
409 /// Add obstacle to the list.
410 /// \param inObject a new object.
411 /// \param pose the object pose.
412 /// \param collision whether collision checking should be performed
413 /// for this object.
414 /// \param distance whether distance computation should be performed
415 /// for this object.
416 virtual void addObstacle(const std::string& name,
417 const CollisionGeometryPtr_t& inObject,
418 const Transform3s& pose, bool collision,
419 bool distance);
420
421 /// Add obstacle to the list.
422 /// \param inObject a new object.
423 /// \param collision whether collision checking should be performed
424 /// for this object.
425 /// \param distance whether distance computation should be performed
426 /// for this object.
427 virtual void addObstacle(const std::string& name,
428 /*const*/ FclCollisionObject& inObject,
429 bool collision, bool distance);
430
431 /// Remove collision pair between a joint and an obstacle
432 /// \param jointName name of the joint,
433 /// \param obstacleName name of the obstacle
434 void removeObstacleFromJoint(const std::string& jointName,
435 const std::string& obstacleName);
436
437 /// Extract from the obstacle the part that can collide with aabb
438 /// \warning the obstacle is removed if there are not possible collision.
439 void cutObstacle(const std::string& name, const coal::AABB& aabb);
440
441 /// Build matrix of relative motions between joints
442 ///
443 /// Call Problem::filterCollisionPairs.
444 void filterCollisionPairs();
445
446 /// Get obstacle by name
447 /// Throws if obstacle does not exists.
448 CollisionObjectPtr_t obstacle(const std::string& name) const;
449
450 /// Get obstacle frame position by name
451 /// Throws if obstacle frame does not exists.
452 const Transform3s& obstacleFramePosition(const std::string& name) const;
453
454 /// Get list of obstacle names
455 ///
456 /// \param collision whether to return collision obstacle names
457 /// \param distance whether to return distance obstacle names
458 /// \return list of obstacle names
459 std::list<std::string> obstacleNames(bool collision, bool distance) const;
460
461 /// Return list of pair of distance computations
462 const DistanceBetweenObjectsPtr_t& distanceBetweenObjects() const {
463 return distanceBetweenObjects_;
464 }
465
466 pinocchio::GeomModelPtr_t obstacleGeomModel() const { return obstacleModel_; }
467 pinocchio::GeomDataPtr_t obstacleGeomData() const { return obstacleData_; }
468 /// \}
469
470 /// Local vector of objects considered for collision detection
471 const ObjectStdVector_t& collisionObstacles() const;
472 /// Local vector of objects considered for distance computation
473 const ObjectStdVector_t& distanceObstacles() const;
474
475 /// Set the roadmap
476 void roadmap(const RoadmapPtr_t& roadmap) { roadmap_ = roadmap; }
477
478 /// Initialize distance
479 ///
480 /// Set distance by calling the distance factory
481 void initDistance();
482
483 /// Initialize steering method
484 ///
485 /// Set steering method by calling the steering method factory
486 void initSteeringMethod();
487
488 /// Initialize path projector
489 ///
490 /// Set path projector by calling path projector factory
491 void initPathProjector();
492
493 /// Set path validation by calling path validation factory
494 void initPathValidation();
495
496 /// Set config validation by calling config validation factories
497 void initConfigValidation();
498
499 /// Initialize the config and path validations and add the obstacles.
500 void initValidations();
501
502 /// Initialize the problem target by calling the path validation factory
503 virtual void initProblemTarget();
504
505 /// Container of static method that creates a Robot
506 /// with string as input
507 Container<RobotBuilder_t> robots;
508 /// Container of static method that creates a ConfigurationShooter
509 /// with a robot as input
510 Container<ConfigurationShooterBuilder_t> configurationShooters;
511 /// Container of static method that creates a SteeringMethod
512 /// with a problem as input
513 Container<SteeringMethodBuilder_t> steeringMethods;
514 /// Container of static method that creates a Distance
515 /// with problem as input
516 Container<DistanceBuilder_t> distances;
517 /// Container of static method that creates a PathValidation
518 /// with a robot and a tolerance as input.
519 Container<PathValidationBuilder_t> pathValidations;
520 /// Container of static method that creates a ConfigValidation
521 /// with a robot as input.
522 Container<ConfigValidationBuilder_t> configValidations;
523 /// Container of static method that creates a PathProjection
524 /// with a problem and a tolerance as input.
525 Container<PathProjectorBuilder_t> pathProjectors;
526 /// Container of static method that creates a PathPlanner
527 /// with a problem and a roadmap as input
528 Container<PathPlannerBuilder_t> pathPlanners;
529 /// Container of static method that creates a PathOptimizer
530 /// with a problem as input
531 Container<PathOptimizerBuilder_t> pathOptimizers;
532
533 /// Container of constraints::Implicit
534 Container<constraints::ImplicitPtr_t> numericalConstraints;
535 /// member lockedJoints has been removed. LockedJointPtr_t
536 /// instances are now stored with constraints::ImplicitPtr_t in
537 /// member numericalConstraints.
538 Member_lockedJoints_in_class_ProblemSolver_has_been_removed_use_member_numericalConstraints_instead
539 lockedJoints;
540 /// Container of CenterOfMassComputation
541 Container<CenterOfMassComputationPtr_t> centerOfMassComputations;
542 /// Container of passive DoFs (as segments_t)
543 Container<segments_t> passiveDofs;
544 /// Container of JointAndShapes_t
545 Container<JointAndShapes_t> jointAndShapes;
546 /// Container of AffordanceObjects_t
547 Container<AffordanceObjects_t> affordanceObjects;
548 /// Container of AffordanceConfig_t
549 Container<AffordanceConfig_t> affordanceConfigs;
550
551 protected:
552 /// Constructor
553 ///
554 /// Call create to create an instance.
555 ProblemSolver();
556
557 /// Store constraints until call to solve.
558 ConstraintSetPtr_t constraints_;
559
560 /// Set pointer to problem
561 void problem(ProblemPtr_t problem);
562
563 /// Initialize the new problem
564 /// \param problem is inserted in the ProblemSolver and initialized.
565 /// \note The previous Problem, if any, is not deleted. The function
566 /// should be called when creating Problem object, in resetProblem()
567 /// and all reimplementation in inherited class.
568 virtual void initializeProblem(ProblemPtr_t problem);
569
570 /// Robot
571 DevicePtr_t robot_;
572 /// Problem
573 ProblemPtr_t problem_;
574
575 PathPlannerPtr_t pathPlanner_;
576 /// Store roadmap
577 RoadmapPtr_t roadmap_;
578 /// Paths
579 PathVectors_t paths_;
580 /// Path projector method
581 std::string pathProjectorType_;
582 /// Tolerance of path projector
583 value_type pathProjectorTolerance_;
584
585 /// Path planner
586 std::string pathPlannerType_;
587
588 /// Shared pointer to the problem target
589 ProblemTargetPtr_t target_;
590
591 private:
592 /// Shared pointer to initial configuration.
593 Configuration_t initConf_;
594 /// Shared pointer to goal configuration.
595 Configurations_t goalConfigurations_;
596 /// Robot type
597 std::string robotType_;
598 /// Configuration shooter
599 std::string configurationShooterType_;
600 /// Steering method
601 std::string distanceType_;
602 /// Steering method
603 std::string steeringMethodType_;
604 /// Path optimizer
605 PathOptimizerTypes_t pathOptimizerTypes_;
606 PathOptimizers_t pathOptimizers_;
607 /// Path validation method
608 std::string pathValidationType_;
609 /// Tolerance of path validation
610 value_type pathValidationTolerance_;
611 // Config validation methods
612 ConfigValidationTypes_t configValidationTypes_;
613 /// Store obstacles until call to solve.
614 ObjectStdVector_t collisionObstacles_; // FIXME should be removed?
615 ObjectStdVector_t distanceObstacles_; // FIXME should be removed?
616 pinocchio::ModelPtr_t obstacleRModel_; // Contains the frames
617 pinocchio::DataPtr_t obstacleRData_; // Contains the frames
618 pinocchio::GeomModelPtr_t obstacleModel_;
619 pinocchio::GeomDataPtr_t obstacleData_;
620 // Tolerance for numerical constraint resolution
621 value_type errorThreshold_;
622 // Maximal number of iterations for numerical constraint resolution
623 size_type maxIterProjection_;
624 /// Maximal number of iterations for path planner
625 unsigned long int maxIterPathPlanning_;
626 /// Maximal time allocated to the path-planner
627 double timeOutPathPlanning_;
628 /// Map of passive dofs
629 segmentsMap_t passiveDofsMap_;
630 /// Map of CenterOfMassComputation
631 CenterOfMassComputationMap_t comcMap_;
632 /// Computation of distances to obstacles
633 DistanceBetweenObjectsPtr_t distanceBetweenObjects_;
634 void initProblem();
635 }; // class ProblemSolver
636 } // namespace core
637 } // namespace hpp
638
639 #endif // HPP_CORE_PROBLEM_SOLVER_HH
640