Skip to content

IlyaOrson/KickedRotor

Repository files navigation

The Kicked Rotor: Chaos on a Swing

Welcome to the curious world of the kicked rotor, a physical system that thrives on chaos!

A rotor is similar to a rigid pendulum that can rotate without friction around a fixed point. A kicked rotor is a gravity-free version that gets periodically hit with a specific rhythm, direction, and strength, much like a child on a swing receiving timed pushes.

Specifically, the rotor is kicked at a fixed time interval $T$ (normalized to 1 in the equations below). Between these kicks, the rotor spins freely. This means each point on the map is a snapshot of the continuous system, captured at regular intervals.

This idealized system is governed by two equations known as the Chirikov Standard Map:

$$ p_{n+1} = p_n + K \sin(\theta_n) \mod 2\pi $$

$$ \theta_{n+1} = \theta_n + p_{n+1} \ \ \ \ \ \ \ \ \ \mod 2\pi $$

Here, $\theta$ represents the angle, $p$ represents the angular momentum, and $K$ is the kick strength, which acts as the chaos tuner.

Each point on the interactive map represents a specific position ($\theta$) and momentum ($p$) of the rotor. While the rotor receives kicks at a constant rhythm, it is the strength of each kick ($K$) that determines whether its motion remains predictable or becomes chaotic. The kicked rotor demonstrates how captivating complexity can emerge from simple rules, a theme that resonates throughout nature.

Interactive exploration 🧑‍🔬

  • Click new paths: Each click sets the rotor at a specific starting angle ($\theta$) and momentum ($p$). Points of the same color track where the rotor lands after successive kicks. This trajectory is calculated using the equations above and animated so you can follow the rotor's motion step-by-step. Watch closely as unexpected symmetries unfold!
  • Play with $K$: Start with $K = 0.5$ and watch ordered, predictable motion. Crank it up past $K \approx 0.971635$ (the critical parameter) and witness the onset of global chaos.
  • Hunt for islands: Even in the chaotic sea (high $K$), you can find stable regions of symmetry known as KAM islands or KAM tori. These KAM tori are the last survivors of order in a chaotic world. Can you find them?
  • Measure chaos with the Lyapunov exponent: Below the map, the Lyapunov exponent ($\lambda$) acts as a real-time chaos detector. It measures how fast two almost identical starting points drift apart. A positive value ($\lambda > 0$) means they diverge rapidly into chaos, while a value near or below zero ($\lambda \le 0$) means the path remains stable and predictable.

Physical connections 🪐

  • In our solar system, similar dynamics explain the mysterious Kirkwood gaps in the asteroid belt, which are regions where asteroids are conspicuously absent due to Jupiter's gravitational kicks (Moons, 1996).

  • Scientists at the NIST created a real quantum kicked rotor using cesium atoms in a pulsed optical lattice. They discovered that quantum mechanics can actually suppress chaos, a phenomenon called dynamical localization (Moore et al., 1995). Turns out this counterintuitive phenomenon has practical implications for quantum computing (Pizzamiglio et al., 2021).

  • In fusion reactors, plasma (super-hot ionized gas) is confined in a donut-shaped magnetic field. The plasma particles receive kicks from magnetic field perturbations as they orbit, just like the kicked rotor system, which lead to regions of stability known as magnetic islands and to chaos regions on their border (Willensdorfer et al., 2024), affecting our ability to contain the plasma. Luckily the Chirikov criterion helps to predict under which conditions will chaos emerge.

Final thoughts 💭

Perhaps the most profound insight from the kicked rotor is this: chaos and order aren't opposites; they are dance partners on a cosmic swing. When playing with the kicked rotor, we are exploring fundamental principles that link seemingly unrelated physical phenomena, from atomic behavior to celestial mechanics.

So go ahead, click around and hunt for stable regions! Every trajectory tells a story about the delicate balance between predictability and chaos.


See Chaos in Dynamical Systems by Edward Ott for a nice book on the subject.

About

Fun with chaos! An interactive stroboscopic phase space of the classic kicked rotor system

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors