In the field of mathematical finance, many problems, for instance the problem of finding the arbitrage-free value of a particular derivative, boil down to the computation of a particular integral. In many cases these integrals can be valued analytically, and in still more cases they can be valued using numerical integration Monte Carlo methods in finance, or computed using a partial differential equation (PDE), for example Black-Scholes.
