You start with $\$10$. You have a $\dfrac {18}{38}$ chance of winning, and if you win you get back double the money you spent. The minimum bet is $\$1$. How should you split your bets so that you make $\$20$ the fastest?
This question was given to me by a friend, who in turn got the question from another student. So unfortunately I don't know the context or the exact wording.
The only way I thought of interpreting the question is to see which strategy has the best expected value. If you bet $\$10$ directly, your expected value is $E_1 = 10 \cdot \dfrac {18}{38} - 10 \cdot \dfrac {20}{38}$. If you bet $\$5$ twice, your expected value is $E_2 = 2\left( 5 \cdot \dfrac {18}{38} - 5 \cdot \dfrac {20}{38} \right) = E_1.$ I don't see how splitting the bets in different ways would ever make a difference.