Two lectures per week, one homeworkFor bird's eye overview, read the summary of part I of ChaosBook.
Week 1: Flows and maps
- Trajectories Read quickly all of Chapter 1 - do not worry if there are stretches that you do not understand yet. Study all of Chapter 2
Flow visualized as an iterated mapping
Discrete time dynamical systems arise naturally by recording the coordinates of the flow when a special event happens: the Poincare section method, key insight for much that is to follow.
- Homework, due 23 Jan 2018
Week 2: Linear stability
There goes the neighborhood
So far we have concentrated on description of the trajectory of a single initial point. Our next task is to define and determine the size of a neighborhood, and describe the local geometry of the neighborhood by studying the linearized flow. What matters are the expanding directions.
If a flow is smooth, in a sufficiently small neighborhood it is essentially linear. Hence in this lecture, which might seem an embarrassment (what is a lecture on linear flows doing in a book on nonlinear dynamics?), offers a firm stepping stone on the way to understanding nonlinear flows. Linear charts are the key tool of differential geometry, general relativity, etc, so we are in good company.
- Homework, due 30 Jan 2018
Week 3: Linear stability
Stability exponents are invariants of dynamics
We prove that (1) Floquet multipliers are the same everywhere along a cycle, and (b) that they are invariant under any smooth coordinate transformation.
The dynamics that we have the best intuitive grasp on is the dynamics of billiards. For billiards, discrete time is altogether natural; a particle moving through a billiard suffers a sequence of instantaneous kicks, and executes simple motion in between.
- Homework, due 6 Feb 2018
Week 4: World in a mirror
Discrete symmetries of dynamics
What is a symmetry of laws of motion? The families of symmetry-related full state space cycles are replaced by fewer and often much shorter "relative" cycles, and the notion of a prime periodic orbit is replaced by the notion of a "relative" periodic orbit, the shortest segment that tiles the cycle under the action of the group. Discrete symmetries: a review of the theory of finite groups
Discrete symmetry reduction of dynamics to a fundamental domain
While everyone can visualize the fundamental domain for a 3-disk billiard, the simpler problem - symmetry reduction of 1d dynamics that is equivariant under a reflection, the most common symmetry in applications - seems to baffle everyone. So here is a step-by-step walk through to this simplest of all symmetry reductions.
- Homework, due 13 Feb 2018
Week 5: Relativity for cyclists
Continuous symmetries of dynamics
Symmetry reduction: If the symmetry is continuous, the interesting dynamics unfolds on a lower-dimensional "quotiented" system, with "ignorable" coordinates eliminated (but not forgotten). Hilbert's invariant polynomials. Cartan's moving frames.
Got a continuous symmetry? Freedom and its challenges
Whenever you have a continuous symmetry, you need to cut the orbit to pick out one representative for the whole family. For continuous spatial symmetries, this is achieved by slicing. And then there is dicing.
- Homework, due 20 Feb 2018
Week 6: Charting the state space
Slice and dice
Symmetry reduction is the identification of a unique point on a group orbit as the representative of this equivalence class. Thus, if the symmetry is continuous, the interesting dynamics unfolds on a lower-dimensional `quotiented', or `reduced' state space M/G. In the method of slices the symmetry reduction is achieved by cutting the group orbits with a set of hyperplanes, one for each continuous group parameter Moving frames give us a great deal of freedom - we discuss how to choose a frame The most natural of all moving frames: the comoving frame, the frame for space cowboys.
Qualitative dynamics, for pedestrians
Qualitative properties of a flow partition the state space in a topologically invariant way.
- Homework, due 27 Feb 2018
Week 7: Stretch, fold, prune
The spatial ordering of trajectories from the time ordered itineraries
Qualitative dynamics: (1) temporal ordering, or itinerary with which a trajectory visits state space regions and (2) the spatial ordering between trajectory points, the key to determining the admissibility of an orbit with a prescribed itinerary. Kneading theory.
Qualitative dynamics, for cyclists
Dynamical partitioning of a plane. Stable/unstable invariant manifolds, and how they partition the state space in intrinsic, topologically invariant manner. Henon map is the simplest example.
- Homework, due 6 Mar 2018
Week 8: Fixed points, and how to get them
Why nobody understands anybody? The bane of night fishing - plus how to find all possible orbits by (gasp!) thinking.
Finding cycles; long cycles, continuous time cycles
Multi-shooting; d-dimensional flows; continuous-time flows.
- Homework, due 6 Mar 2018