The Wikipedia article on quants mentions discrete mathematics as a possible piece of their mathematical background.
Are there good examples of problems within quantitative finance that are heavily combinatorial or discrete in nature? Bonus points for problems involving graph theory, since that is a crucial subarea of discrete math, but I've never encountered it in this context.