Suppose an asset evolves in time according to the SDE
$$ dS = \mu S dt + \sigma S dW, $$ where $\mu>0,\sigma>0$ are fixed constants and $dW$ is a Wiener process. To price options for this underlying, you have the whole procedure of using delta hedging or risk-neutral pricing to get the BS equation and eventually the value of an option $V(S,t)$. Now, I am thinking about what would happen if there was zero volatility, i.e. $\sigma = 0$. My question is: How would you price options in that case?
The dynamics are completely deterministic now, since $dS = \mu S dt$, and we can find the stock as a function of time as
$$ S(t) = S_0e^{\mu t} $$
So given some starting price $S_0$, the stock at expiration $T$ will always be $S(T) = S_0e^{\mu T}$. To price the options, you have to think about arbitrage opportunities. Let's start with calls first: From regular arbitrage arguments, you already know that $S(t)-Ee^{-r(T-t)}\leq C(t) \leq S(t)$. This comes from creating a portfolio long a stock and short a call, and looking at the bounds at $t = T$. Applying this to our weird deterministic case gives
$$ S_0e^{\mu t}-Ee^{-r(T-t)} \leq C(t) \leq S_0e^{\mu t} $$
I know how the call is bounded, but I want an exact formula. If you think about it, since we know $S(T) = S_0e^{\mu T}$, then any call option with a strike price $E \geq S_0e^{\mu T}$ will be worthless at expiration, because $C(T) = \max(S(T)-E,0)$. Thus, this gives
$$ C(t) \equiv 0,\ \forall E \geq S_0e^{\mu T} $$
For $E < S_0e^{\mu t}$, the option will most certainly be nonzero, but I am having trouble finding what it would be. I know you have to take into account the risk-free rate somehow, but since any portfolio you construct is risk free, wouldn't there be unlimited arbitrage? What I mean by this: Say you buy an option with strike $E < S_0e^{\mu T}$. Then, your profit at expiration will always be
$$ \text{Profit}_T = S_0e^{\mu T} - E $$
Therefore, the value should be at least this much, i.e. $C(t) \geq S_0e^{\mu T} - E$. Discounting for time gives $C(t) = e^{-r(T-t)}(S_0e^{\mu T}-E)$. However, this doesn't seem right. Any thoughts would be appreciated.