Because most realistic models lack closed-form solutions, numerical methods are essential.
A practitioner might choose MCS for flexibility and FDM for speed when low dimensionality holds. The choice reflects a core theme of computational finance: no single method dominates all problems. mathematical modeling and computation in finance pdf