Solving the Black-Scholes PDE via the heat equation
Question
Starting from the Black-Scholes PDE for a European call with strike and expiry , use a change of variables that turns it into the one-dimensional heat equation, solve that, and transform back to obtain the closed-form call price.
Short answer
, with . Put , and with chosen to kill the first-order and zeroth-order terms; then . Convolving the transformed payoff with the Gaussian heat kernel and undoing the substitutions yields the two normal-CDF terms.
Adapted from Zhou, A Practical Guide to Quantitative Finance Interviews, sec. 6.1 Option Pricing, 'Black-Scholes formula C', p.145; question and answer rewritten by SelfMadeQuant.com.
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Open the worked solutionLessons behind this question
- The Black-Scholes PDE, Formula and Implied Volatility
- Derivation — From Binomial Trees to Black-Scholes in the Continuous Limit
- The Black-Scholes Formula Derived via Change of Measure
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