Strobing a driven pendulum
Construct a return map by sampling at a fixed forcing phase and distinguish periodic, quasiperiodic, and potentially chaotic responses.
On this page
The question for today
What you’ll understand
- Make periodic forcing autonomous by adding its phase.
- Interpret fixed and periodic points of a stroboscopic map.
- Check transient, sampling, and numerical artifacts before labeling chaos.
A pendulum pushed periodically can settle into a simple rhythm, repeat only after several pushes, or move without a repeating pattern. Plotting angle against time can hide the distinction beneath the drive's rapid cycle. A Poincaré construction observes the state at a consistent phase of the forcing. Removing that repeated clock cycle reveals whether the remaining state repeats, winds around an invariant curve, or explores a more complicated set.
Include the clock in the state
A driven damped pendulum satisfies a second-order equation containing a sinusoidal torque. Its angle and angular velocity alone do not form an autonomous state: the same pair can accelerate differently when the drive phase differs. Add a phase variable with constant angular speed and reduce it modulo . The autonomous state then has three dimensions. This explains why the restriction against chaotic attractors in smooth bounded planar autonomous flows does not rule out chaos in the periodically forced pendulum.
Choose a consistent convention for angle. Keeping it on the circle identifies turns differing by a full rotation; unwrapping it records accumulated revolutions. Both descriptions can be useful, but a periodic rotating state may return on the circle without returning in unwrapped angle. For measurements, synchronize the sample trigger with the actual forcing rather than a nominal clock whose phase drifts. Changing the observation phase changes the appearance of a section while preserving the underlying periodicity when the construction remains consistent.
The section turns a flow into a map
At times separated by the drive period, record angle and angular velocity at the same drive phase. Evolution over one period defines a map . A response that repeats every forcing cycle is a fixed point of this map. A period-two response gives two points exchanged by P, and a period-k response gives k distinct points if that is its least period. This discrete period concerns the forcing clock and should not be confused with the pendulum's small-amplitude natural period.
A quasiperiodic response with an additional incommensurate frequency can fill an invariant closed curve on the section. A chaotic attractor may create a structured cloud with fine folds, but a cloud alone proves little: noise, a long transient, insufficient phase synchronization, or numerical error can also broaden points. A geometrical section for an autonomous flow ordinarily requires transverse crossings with a chosen direction; stroboscopic sampling is the especially convenient construction when an external periodic clock is present.
Energy and verification keep the portrait honest
Mechanical energy is no longer monotone because damping removes energy while the drive supplies or removes it depending on phase. Over a periodic steady response, input and dissipation balance on average, even though instantaneous energy fluctuates. That balance does not require the angle to repeat after one drive period; a subharmonic response can balance over several periods. A numerical calculation that reports systematic unexplained energy creation when the drive is off should be repaired before interpreting its attractor.
A defensible study discards a documented transient, halves the integration step or tightens error tolerance, compares multiple initial conditions, and checks that the sampled set is stable under those changes. Compute a Lyapunov estimate using the correct variational dynamics if claiming sensitivity, and distinguish parameter values rather than saying the pendulum is always chaotic. Nonlinearity, damping, and forcing allow rich motion; they do not guarantee chaos for an arbitrary parameter choice. The return map is an instrument for asking a precise question, not a label generator.
Work it through
Reading a six-sample record
A settled, noise-free response is sampled every seconds at the same forcing phase. The distinct section states repeat A, B, C, A, B, C. What period and map relation are supported?
Index the samples consecutively. One application of the stroboscopic map sends A to B, a second sends B to C, and a third sends C back to A.
Because A, B, and C are distinct, neither nor . The least map period supported by the stipulated exact repeating record is three.
Multiply by the sampling interval: the response repeats after seconds on the chosen state space. The record does not supply derivative multipliers, so it does not independently quantify the orbit's transverse attraction rate.
The stipulated settled response is period three relative to the drive, with P³(A)=A and physical repeat time six seconds. A finite experimental sequence resembling it would require further observations before treating repetition as exact.
The living notebook
Explore the model
Interactive lab · waves
Control phase without confusing it with chaos
At equal amplitudes predict constructive addition for phase difference zero and cancellation for 180 degrees, then adjust phase and amplitude ratio. Both displayed components have the same fixed frequency. This illustrates why a sampling phase must be specified; it does not integrate a driven pendulum or produce a Poincaré map.
- Sum at x = 0
- 0.866
- Resultant amplitude
- 1.732
- Phase difference
- 60°
Two waves share the same frequency and wave number. Playback advances t in sin(2x − t) + a sin(2x − t + phase). Parameter changes pause playback and recompute the model at the current elapsed time. Reset restores both parameters and returns time to zero. Playback starts paused. Adjust either parameter, then choose Play or Step.
Look forA repeatable phase reference is essential to a stroboscopic observation; interference alone is not nonlinear dynamics.
Pause & reason
Check your understanding
Your turn
Try it yourself
A section changes from one narrow point to a smooth closed curve after changing the drive amplitude. Give a possible dynamical interpretation and two checks that should precede it.
Take a moment to make a prediction or work it out on paper. Open a hint when you need one.
Give me a hint
Separate quasiperiodicity from phase drift and a transient that has not settled.
Compare with the solution
A possible interpretation is a quasiperiodic response whose second frequency is incommensurate with the drive. First verify that samples use a fixed measured forcing phase and that angle wrapping is consistent. Then extend and discard the transient while checking numerical convergence or measurement repeatability. A smooth curve alone does not establish irrational frequency ratios exactly, and a noisy broadened periodic response must also be considered.
Keep the idea
Take it with you
- Periodic forcing adds a phase degree of freedom to an autonomous description.
- A stroboscopic map encodes repetitions in units of the drive period.
- Clouds, curves, and finite records need convergence and sampling checks before dynamical classification.
Read further
Original sources and deeper explanations to follow at your own pace.
Optional progress, saved in this browser when available. Revisit any lesson at any time.
Lesson not marked complete.