SimTK::SemiExplicitEulerIntegrator Class Reference
This is an implementation of the fixed-step Semi-Explicit Euler method, also known as Semi-Implicit Euler or Symplectic Euler. More...
Inheritance diagram for SimTK::SemiExplicitEulerIntegrator:
Public Member Functions | |
| SemiExplicitEulerIntegrator (const System &sys, Real stepSize) | |
| Create a SemiExplicitEulerIntegrator for integrating a System with fixed size steps. More... | |
| Public Member Functions inherited from SimTK::Integrator | |
| Integrator () | |
| ~Integrator () | |
| const char * | getMethodName () const |
| Get the name of this integration method. More... | |
| int | getMethodMinOrder () const |
| Get the minimum order this Integrator may use. More... | |
| int | getMethodMaxOrder () const |
| Get the maximum order this Integrator may use. More... | |
| bool | methodHasErrorControl () const |
| Get whether this Integrator provides error control. More... | |
| void | initialize (const State &state) |
| Supply the integrator with a starting state. More... | |
| void | reinitialize (Stage stage, bool shouldTerminate) |
| After an event handler has made a discontinuous change to the Integrator's "advanced state", this method must be called to reinitialize the Integrator. More... | |
| const State & | getState () const |
| Return a State corresponding to the "current" time at the end of the last call to stepTo() or stepBy(). More... | |
| Real | getTime () const |
| Get the time of the current State. This is equivalent to calling getState().getTime(). More... | |
| bool | isStateInterpolated () const |
| Get whether getState() will return an interpolated state or just the same thing as getAdvancedState() does. More... | |
| const State & | getAdvancedState () const |
| Return the state representing the trajectory point to which the integrator has irreversibly advanced. More... | |
| Real | getAdvancedTime () const |
| Get the time of the advanced State. This is equivalent to calling getAdvancedState().getTime(). More... | |
| State & | updAdvancedState () |
| Get a non-const reference to the advanced state. More... | |
| Real | getAccuracyInUse () const |
| Get the accuracy which is being used for error control. More... | |
| Real | getConstraintToleranceInUse () const |
| Get the constraint tolerance which is being used for error control. More... | |
| SuccessfulStepStatus | stepTo (Real reportTime, Real scheduledEventTime=Infinity) |
| Integrate the System until something happens which requires outside processing, and return a status code describing what happened. More... | |
| SuccessfulStepStatus | stepBy (Real interval, Real scheduledEventTime=Infinity) |
| Integrate the System until something happens which requires outside processing, and return a status code describing what happened. More... | |
| Vec2 | getEventWindow () const |
| Get the window (tLow, tHigh] within which one or more events have been localized. More... | |
| const Array_< EventId > & | getTriggeredEvents () const |
| Get the IDs of all events which have been localized within the event window. More... | |
| const Array_< Real > & | getEstimatedEventTimes () const |
| Get the estimated times of all events which have been localized within the event window. More... | |
| const Array_< Event::Trigger > & | getEventTransitionsSeen () const |
| Get EventTriggers describing the events which have been localized within the event window. More... | |
| bool | isSimulationOver () const |
| Get whether the simulation has terminated. More... | |
| TerminationReason | getTerminationReason () const |
| Get the reason the simulation terminated. More... | |
| void | resetAllStatistics () |
| Reset all statistics to zero. More... | |
| Real | getActualInitialStepSizeTaken () const |
| Get the size of the first successful step after the last initialize() call. More... | |
| Real | getPreviousStepSizeTaken () const |
| Get the size of the most recent successful step. More... | |
| Real | getPredictedNextStepSize () const |
| Get the step size that will be attempted first on the next call to stepTo() or stepBy(). More... | |
| int | getNumStepsAttempted () const |
| Get the total number of steps that have been attempted (successfully or unsuccessfully) since the last call to resetAllStatistics(). More... | |
| int | getNumStepsTaken () const |
| Get the total number of steps that have been successfully taken since the last call to resetAllStatistics(). More... | |
| int | getNumRealizations () const |
| Get the total number of state realizations that have been performed since the last call to resetAllStatistics(). More... | |
| int | getNumQProjections () const |
| Get the total number of times a state positions Q have been projected since the last call to resetAllStatistics(). More... | |
| int | getNumUProjections () const |
| Get the total number of times a state velocities U have been projected since the last call to resetAllStatistics(). More... | |
| int | getNumProjections () const |
| Get the total number of times a state has been projected (counting both Q and U projections) since the last call to resetAllStatistics(). More... | |
| int | getNumErrorTestFailures () const |
| Get the number of attempted steps that have failed due to the error being unacceptably high since the last call to resetAllStatistics(). More... | |
| int | getNumConvergenceTestFailures () const |
| Get the number of attempted steps that failed due to non-convergence of internal step iterations. More... | |
| int | getNumRealizationFailures () const |
| Get the number of attempted steps that have failed due to an error when realizing the state since the last call to resetAllStatistics(). More... | |
| int | getNumQProjectionFailures () const |
| Get the number of attempted steps that have failed due to an error when projecting the state positions (Q) since the last call to resetAllStatistics(). More... | |
| int | getNumUProjectionFailures () const |
| Get the number of attempted steps that have failed due to an error when projecting the state velocities (U) since the last call to resetAllStatistics(). More... | |
| int | getNumProjectionFailures () const |
| Get the number of attempted steps that have failed due to an error when projecting the state (either a Q- or U-projection) since the last call to resetAllStatistics(). More... | |
| int | getNumConvergentIterations () const |
| For iterative methods, get the number of internal step iterations in steps that led to convergence (not necessarily successful steps). More... | |
| int | getNumDivergentIterations () const |
| For iterative methods, get the number of internal step iterations in steps that did not lead to convergence. More... | |
| int | getNumIterations () const |
| For iterative methods, this is the total number of internal step iterations taken regardless of whether those iterations led to convergence or to successful steps. More... | |
| void | setFinalTime (Real tFinal) |
| Set the time at which the simulation should end. More... | |
| void | setInitialStepSize (Real hinit) |
| Set the initial step size that should be attempted. More... | |
| void | setMinimumStepSize (Real hmin) |
| Set the minimum step size that should ever be used. More... | |
| void | setMaximumStepSize (Real hmax) |
| Set the maximum step size that should ever be used. More... | |
| void | setFixedStepSize (Real stepSize) |
| Set the integrator to use a single fixed step size for all steps. More... | |
| void | setAccuracy (Real accuracy) |
| Set the overall accuracy that should be used for integration. More... | |
| void | setConstraintTolerance (Real consTol) |
| Set the tolerance within which constraints must be satisfied. More... | |
| void | setUseInfinityNorm (bool useInfinityNorm) |
| (Advanced) Use infinity norm (maximum absolute value) instead of default RMS norm to evaluate whether accuracy has been achieved for states and for constraint tolerance. More... | |
| bool | isInfinityNormInUse () const |
| (Advanced) Are we currently using the infinity norm? More... | |
| void | setInternalStepLimit (int nSteps) |
| Set the maximum number of steps that may be taken within a single call to stepTo() or stepBy(). More... | |
| void | setReturnEveryInternalStep (bool shouldReturn) |
| Set whether the Integrator should return from stepTo() or stepBy() after every internal step, even if no event has occurred and the report time has not been reached. More... | |
| void | setProjectEveryStep (bool forceProject) |
| Set whether the system should be projected back to the constraint manifold after every step. More... | |
| void | setAllowInterpolation (bool shouldInterpolate) |
| Set whether the Integrator is permitted to return interpolated states for reporting purposes which may be less accurate than the "real" states that form the trajectory. More... | |
| void | setProjectInterpolatedStates (bool shouldProject) |
| Set whether interpolated states should be projected back to the constraint manifold after interpolation is performed. More... | |
| void | setForceFullNewton (bool forceFullNewton) |
| (Advanced) Constraint projection may use an out-of-date iteration matrix for efficiency. More... | |
Additional Inherited Members | |
| Public Types inherited from SimTK::Integrator | |
| enum | SuccessfulStepStatus { ReachedReportTime =1, ReachedEventTrigger =2, ReachedScheduledEvent =3, TimeHasAdvanced =4, ReachedStepLimit =5, EndOfSimulation =6, StartOfContinuousInterval =7, InvalidSuccessfulStepStatus = -1 } |
| When a step is successful, it will return an indication of what caused it to stop where it did. More... | |
| enum | TerminationReason { ReachedFinalTime = 1, AnUnrecoverableErrorOccurred = 2, EventHandlerRequestedTermination = 3, InvalidTerminationReason = -1 } |
| Once the simulation has ended, getTerminationReason() may be called to find out what caused it to end. More... | |
| Static Public Member Functions inherited from SimTK::Integrator | |
| static String | getSuccessfulStepStatusString (SuccessfulStepStatus) |
| Get a human readable description of the reason a step returned. More... | |
| static String | getTerminationReasonString (TerminationReason) |
| Get a human readable description of the termination reason. More... | |
| static String | successfulStepStatusString (SuccessfulStepStatus stat) |
| OBSOLETE: use getSuccessfulStepStatusString(). More... | |
| Protected Member Functions inherited from SimTK::Integrator | |
| const IntegratorRep & | getRep () const |
| IntegratorRep & | updRep () |
| Protected Attributes inherited from SimTK::Integrator | |
| IntegratorRep * | rep |
Detailed Description
This is an implementation of the fixed-step Semi-Explicit Euler method, also known as Semi-Implicit Euler or Symplectic Euler.
This method is very popular for game engines such as ODE, because it is a first order method that is more stable than Explicit Euler. However, the implementation used in gaming is fully explicit, which is only correct if there are no velocity-dependent force elements. Coriolis forces, damping, etc. would require an implicit solution which is generally too slow for real time simulation.
- Note
- There is no error estimator for this integrator so it cannot adjust the step size. See SemiExplicitEuler2Integrator for an error-controlled alternative. Here we are given a fixed step size on construction and will use that unless you change it. The step size may be reduced to isolate events, and the method is capable of interpolation (linear) if you want reports at shorter intervals than the step size.
Theory
The correct implementation of this method is described in Geometric Numerical Integration, Hairer, Lubich & Wanner 2006, page 3. The method applies to a system of differential equations that can be partitioned like this:
udot = udot(q,u)
qdot = qdot(q,u)
= N(q)u in Simbody
Semi-Implicit Euler treats one variable implicitly, and the other explicitly, producing two different possible forms:
Form 1:
q1 = q0 + h qdot(q1,u0) <-- implicit in q
u1 = u0 + h udot(q1,u0)
Form 2:
u1 = u0 + h udot(q0,u1) <-- implicit in u
q1 = q0 + h qdot(q0,u1)
If udot were udot(q) only, Form 2 would be
u1 = u0 + h udot(q0) <-- if no velocity dependence
q1 = q0 + h N(q0)u1
That would be a correct, yet fully explicit implementation of Symplectic Euler. Instead, the standard gaming implementation is
u1 = u0 + h udot(q0,u0) <-- wrong; should be implicit in u
q1 = q0 + h N(q0)u1
This differs from a true Symplectic Euler by however much the velocity- dependent forces change from u0 to u1. If they are very small, no great loss. That may be less likely in internal coordinates though. Making this implicit would be quite expensive since we don't have analytical partial derivatives of udot available.
Form 1 on the other hand could be implemented efficiently as a true semi-implicit method:
q1 = q0 + h N(q1)u0 <-- implicit in q
u1 = u0 + h udot(q1,u0)
The directional partial derivatives D N(q)*u0 / D q are easily calculated for the block diagonal matrix N which in many cases is just an identity matrix. A disadvantage is that accelerations are unknown at (q0,u0) and (q1,u1); if those are needed (very common!) a second evaluation of the accelerations would be required. For that expense, a second order integration method could have been used instead. I also don't know whether this form would have the same stability properties in practice as the other one; it would be interesting to experiment. However, for now we use Form 2 in the gamer's fully-explicit style. This will not work well in the presence of huge damping forces and probably not for very high rotation rates either!
Constructor & Destructor Documentation
◆ SemiExplicitEulerIntegrator()
| SimTK::SemiExplicitEulerIntegrator::SemiExplicitEulerIntegrator | ( | const System & | sys, |
| Real | stepSize | ||
| ) |
Create a SemiExplicitEulerIntegrator for integrating a System with fixed size steps.
The documentation for this class was generated from the following file:
