We first gave an overview of Graph Laplacians, and how they
arise in electrical flows:
- Draft of the Spectral and Algebraic Graph Theory
book by Dan Spielman.
- Talk
slides
from Lorenzo Orecchia.
These have a very nice intro to electrical networks, in case
you need a refresher.
Then we started to look at Convexity and Gradient Methods: