Applying the Black–Scholes PDE to a Nonstandard Payoff
Summary
The document considers pricing a European option with a payoff that depends nonlinearly on the underlying asset, under a Black–Scholes model with a continuous dividend yield. The response derives the pricing partial differential equation from the risk-neutral valuation principle: the discounted option value must be a martingale. It then substitutes a proposed solution formed by multiplying the payoff-shaped function by an exponential time factor, differentiates with respect to time and the underlying, and solves for the factor using the stated parameters and initial spot.
The worked calculation reports a value for that factor, but the prompt’s formulation contains a modeling inconsistency: it describes the dividend rate as proportional to the asset price, while the response proceeds as though the dividend yield were constant. The attempted equation also substitutes spot values into coefficients where the PDE should retain the variable asset price. The maturity is left unspecified, so a numerical time-zero option value cannot be completed. These limitations make the derivation an instructive PDE exercise, not a reliable complete pricing result as written.
Key ideas
- Risk-neutral valuation leads to the Black–Scholes pricing PDE with a dividend yield.
- A candidate solution can be tested by substituting its time and asset derivatives into the PDE.
- The response treats the dividend yield as constant despite the prompt’s state-dependent description.
- The maturity is unspecified, preventing completion of the numerical option value.
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Full text
# Black-Scholes Equation with dividend
# Black-Scholes Equation with dividend
Consider a European option with payoff $$g(S_T) = S_T^{-5}e^{10S_T}$$ Assume that the interest rate is $r = .1$ and the underlying asset satisfies $S_0 = 2, \sigma = .2$, an pays dividend at continuous rate equal to $q(t,S_t) = qS_t$ and $q = .2$
a.) Write the Black-Scholes equation for this problem.
b.) Solve the problem analytically by the method of separation of variables. Plug into the equation a solution candidate of the form $e^{a\tau}S^{-5}e^{10S}$ and determine $a$.
Attempted solution for a.) The Black-Scholes model with dividend is given by the SDE $$dS_t = S_t(r - q(t,S_t))dt + \sigma S_t dB_t$$ and the Black-Scholes equation is given by $$\begin{cases} \partial_\tau V(\tau,S) &= \frac{\sigma^2 S^2}{2}\partial_{SS} V(\tau,S) + (r - q(t,S))S \partial_S V(\tau,S) - rV(\tau,S)\\ V(\tau,0) &= e^{-r\tau}g(0)\\ V(0,S) &= g(S) \end{cases}$$ thus with the parameters above we have $$\begin{cases} \partial_{\tau}V(\tau,S) &= \frac{(.2)^2(2)^2}{2}\partial_{S S}V(\tau,S) + (.1 - 2(.2))2V(\tau,S) - .1V(\tau,S)\\ V(\tau,0) &= e^{-.1\tau}g(0) = 0\\ V(0,S) &= g(2) = 2^{-5}e^{20} \end{cases}$$
A tad confused about b.). Any suggestions would be greatly appreciated. Also, if anyone can check part a.) solution that would be great.
## Answer by Gordon (score 2, accepted)
https://quant.stackexchange.com/a/25266
Let \begin{align*} V(t, S_t) = E\Big(e^{-r(T-t)} g(S_T)\mid \mathcal{F}_t \Big) \end{align*} be the risk-neutral value at time $t$ of the option payoff $g(S_T)$. Then $\{e^{-rt}V(t, S_t), 0 \le t \le T\}$ is a martingale. Consequently, \begin{align} -rV + \frac{\partial V}{\partial t} + (r-q)S\frac{\partial V}{\partial S_t}+\frac{1}{2}\sigma^2 S_t^2 \frac{\partial^2 V}{\partial S_t^2} = 0,\tag{1} \end{align} which is the Black-Scholes equation for the solution.
For a solution of the form \begin{align*} V(t, S_t) = e^{a(T-t)}S_t^{-5}e^{10S_t}. \end{align*} Note that \begin{align*} \frac{\partial V}{\partial t} &= -a V, \\ \frac{\partial V}{\partial S_t} &= \Big(-\frac{5}{S_t}+10\Big) V,\ \mbox{ and}\\ \frac{\partial V^2}{\partial S_t^2} &= \frac{5}{S_t^2}V + \Big(-\frac{5}{S_t}+10\Big)^2 V\\ &=\Big(\frac{30}{S_t^2} - \frac{100}{S_t} + 100\Big) V. \end{align*} Substitute into Equation (1) and evaluate at $t=0$, \begin{align*} -r-a +(r-q)(-5+10S_0) + \frac{1}{2}\sigma^2 \big(30-100 S_0 + 100 S_0^2\big) = 0. \end{align*} That is \begin{align*} a &= -r+(r-q)(-5+10S_0) + \frac{1}{2}\sigma^2 \big(30-100 S_0 + 100 S_0^2\big)\\ &= -0.1+ (0.1-0.2)\times (-5+10\times 2) + 0.5 \times 0.2^2 \times (30-100 \times 2 + 100 \times 4)\\ &=3. \end{align*} Finally, the option value is given by \begin{align*} V(0, S_0) &= e^{a(T-0)}S_0^{-5}e^{10S_0}\\ &= \cdots \end{align*} Please fill-in here. What is $T$?Shown in full with attribution under the source's licence. Licence: CC BY-SA 4.0 (Stack Exchange)
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.