Linear algebra might be useful here. A classical research topic in linear algebra is the spectrum of matrices with non-negative entries (a matrix could be described maybe as an abstraction of geometric operations like rotations, reflections etc). Google's PageRank algorithm has been widely described, and is heavily based on these kind of aspects of linear algebra.