Restrict midpoint integration to unconstrained free bodies in implicitfast
PiperOrigin-RevId: 908750768 Change-Id: I9a45a160ac757cc82bfe54871609956769988369
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@@ -575,7 +575,7 @@ Solving for :math:`v_{t+h}`, we obtain the implicit-in-velocity update
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.. _geMidpoint:
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Midpoint integration for free bodies
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Midpoint integration for free bodies in vacuum
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The implicit-in-velocity update :eq:`eq_implicit_update` treats the acceleration as a function of velocity and
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linearizes. While effective for damping-like forces, it is sub-optimal for rotational dynamics, where
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Coriolis and gyroscopic forces are *quadratic* in angular velocity. For this case, a better approach is to directly
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@@ -606,7 +606,9 @@ Midpoint integration for free bodies
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Casimir function of the `Lie-Poisson <https://en.wikipedia.org/wiki/Poisson_bracket>`__ structure, the midpoint
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method is a symmetric (time-reversible) and second-order accurate *Poisson integrator*.
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**Eligibility.** Midpoint integration is only applied to free bodies with no child bodies.
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**Eligibility.** Midpoint integration is only applied when using the ``implicitfast`` integrator, to
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free bodies with no child bodies, and only when the medium has zero :ref:`density<option-density>` and
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:ref:`viscosity<option-viscosity>`.
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**Performance.** While the midpoint method carries computational overhead, we've found it to be
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negligible compared to the rest of the pipeline, on the order of 1% in the worst case.
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@@ -652,9 +654,8 @@ Fast implicit-in-velocity (``implicitfast``)
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scenarios which are not common and already well-handled by the Runge-Kutta integrator (see below). Because the RNE
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derivatives are also the main source of asymmetry of :math:`D`, by dropping them and symmetrizing, we can use the
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faster :math:`L^TL` rather than :math:`LU` decomposition.
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Both ``implicit`` and ``implicitfast`` apply :ref:`midpoint integration<geMidpoint>` to eligible free bodies,
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providing exact energy conservation for spinning objects at negligible additional cost.
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The ``implicitfast`` integrator applies :ref:`midpoint integration<geMidpoint>` to eligible free bodies in vacuum,
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providing exact energy conservation for spinning objects at negligible additional cost.
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4th-order Runge-Kutta (``RK4``)
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One advantage of our continuous-time formulation is that we can use higher order integrators such as Runge-Kutta or
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@@ -688,10 +689,11 @@ providing exact energy conservation for spinning objects at negligible additiona
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increased stability, and is therefore a strict improvement. It is the recommended integrator for most models.
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**implicit**:
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The benefit over ``implicitfast`` is the implicit integration of Coriolis and centripetal forces for *coupled*
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rotational systems such as multi-link pendula. Both ``implicitfast`` and ``implicit`` apply :ref:`midpoint
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integration<geMidpoint>` to eligible free bodies with no children, for example
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`gyroscopic.xml <../_static/gyroscopic.xml>`__ shows an ellipsoid rolling on an
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inclined plane; both ``implicitfast`` and ``implicit`` handle this case well, while ``Euler`` quickly diverges.
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rotational systems such as multi-link pendula. Note that ``implicit`` does not apply :ref:`midpoint
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integration<geMidpoint>` (only ``implicitfast`` does), but its RNE derivatives provide comparable stability
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for free-body rotation. For example, `gyroscopic.xml <../_static/gyroscopic.xml>`__ shows an ellipsoid rolling
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on an inclined plane; both ``implicitfast`` and ``implicit`` handle this case well, while ``Euler`` quickly
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diverges.
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**RK4**:
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This integrator is best for systems which are energy conserving, or almost energy-conserving. `pendulum.xml
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<../_static/pendulum.xml>`__ shows a complicated pendulum mechanism which diverges quickly using ``Euler`` or
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