Boundary Conditions In Option PDEs
The extra constraints a option-pricing partial differential equation needs at the edges of stock price and time before it has a single, well-defined solution.
The Black-Scholes equation describes how an option's value changes with the stock price and time, but the equation alone has infinitely many solutions — like knowing a ball obeys gravity without knowing where it started or where the ground is. To pin down the one solution that actually represents a specific option, you need boundary conditions: extra facts about the option's value at the edges of the problem, at expiry and at extreme stock prices.
Think of a wall at each end of a hallway: the PDE tells you how value flows in between, but you still need to know what's happening at the two walls to know exactly where everything settles. For a European call with strike at expiry , the "wall at the end of time" is the payoff itself: — an option one second before expiry is worth exactly its intrinsic value, no more, no less. The "walls" in stock price are (a worthless stock makes a call worthless, since it can never regain value under geometric Brownian motion) and as (a call on an enormous stock price is worth almost exactly the stock minus the discounted strike, since the chance of finishing below the strike becomes negligible).
A put has mirrored conditions: at expiry, (certain exercise if the stock is worthless), and as . Numerical solvers — finite difference grids used when there's no closed form, such as for American options — literally need these values plugged in at the edges of the grid at every time step, or the computed prices drift into nonsense near the boundaries.
The Black-Scholes PDE alone doesn't specify one price — it needs a payoff condition at expiry and limiting conditions as the stock price goes to zero or infinity, and these boundary conditions are exactly what a numerical (finite-difference) solver must enforce at the edges of its grid at every step.
Related concepts
Further reading
- Wilmott, Howison, Dewynne, The Mathematics of Financial Derivatives, ch. 5