Math 401 Project Ideas
Here are some topics in Differential Equations (or dynamical systems)
that may be interesting to study for projects. I've given the very
briefest descriptions. If you want to know more about a given topic,
I can tell you lots more about any of them.
- The Lorenz Attractor
- One of the first systems of differential equations known to
have chaos, it also has an attractor with a characteristic
butterfly shape (seen on the cover of your textbook)
- Laplace Transforms
- We won't discuss them in this class, but this is an important
technique for solving linear ODEs of any order with forcing.
Very, very common in engineering applications
- Transfer Functions
- Related to Laplace transforms, Transfer Functions are a
compact description of the dynamical properties of a system.
Particularly useful for vibrating mechanical systems and signal
processing.
- RLC Circuits
- A classic application of second-order linear differential
equations, the current in a circuit consisting of resistors,
capacitors and inductors obeys a nice DE.
- Chaotic Maps: The Shift Map
- A very simple map that can be proven to be chaotic,
lots of other chaotic maps can be analyzed by relating them to
this one.
- Chaotic Maps: ax(1-x)
- This map has a bifurcation to chaos at a certain parameter
value and generates some of the famous pictures depicting chaos.
- Chaotic Maps: The Cat Map
- A two-dimensional map, this one has been made famous by
investigating its effects on a drawing of a cat.
- Lead in the body
- A great application of compartment models, this one appears in
your textbook in section 6.1
- Pumping a playground swing
- A mathematical model of just how to get the playground swing
to go higher and higher.
- Planar Systems - Hilbert's 16th Problem
- David Hilbert proposed in 1900 the following problem: How
many limit cycles can a planar system with polynomial euqations of
degree n have? This problem is still not completely solved.
- Stable and Unstable Manifold
- These geometric objects are extremely important to the
dynamics of nonlinear dynamical systems.
- Chaotic Tangles
- What happens when stable and unstable manifolds cross? They
get tangled up.
- Chaotic Advection
- Stirring fluids can lead to chaotic motion of the parcels in
the fluid.
- The 3 body problem
- In gravitational dynamics, two bodies move in circles, but
three bodies can do all kinds of crazy things.
- Escape in Finite Time
- In a gravitational system of 5 point masses, it is possible to
eject one or more of them to infinite distances in finite time.
Huh.
- Lyapunov Exponent Calculations
- Lyapunov Exponents are a way of measuring chaos. How are they
computed in practice?
- Quantum Chaos
- I'm not really sure what this is, but it sounds cool, doesn't
it?
- Numerical Methods
- Solving differential equations on a computer is very useful.
There's also lots of different ways to do it: Euler, Runge-Kutta,
BDF, etc.
- Numerical Methods
- One of the important features of a numerical method for
solving differential equations is it's stability properties: what
kind of equations will it work on?
- Control Theory
- Another engineering application, control theor studies how
external inputs to a system of differential equations can be
controlled to give a desired response.