A release-checked medium problem for training Discrete Random Variables, Games, Calculus.
Question
You are making a biased coin, where you can decide the probability $p$ of obtaining a heads. What value of $p$ maximizes the probability that you obtain exactly two consecutive heads in $4$ flips? $$$$ For example, $HHHT$ and $HHHH$ are not allowed, but $HHTH$ is allowed. Your answer will be in the form $\dfrac{a-\sqrt{b}}{c}$ for integers $a,b,$ and $c$ with $c$ minimal. Find $a + b + c$.
Practice focus
This Probability problem is tagged Discrete Random Variables, Games, Calculus. State the random variables and conditioning information explicitly, then check the result against boundary cases before opening hints or a solution.