I have a mathematics background and feel like I could muscle my way through most of this if I wanted to. Admittedly this is based on reading the third section and skimming a lot of the rest, but it's well-written and pretty self-contained. Seems like you just need familiarity with mathematical notation and concepts like convexity and equilibrium.