Someone gave me the following riddle and I am really not sure what the answer is.
I have two boxes in front of me. One box contains $x$ Dollar, the other box contains $2x$ Dollar. The rules are as follows: I am allowed to open one box. I can now either keep the money I found in this box, or give this money back and take the money from the second box without knowing how much money I find in there.
The question is now: What is the best strategy to get the most money?
My first intuition was that it makes no difference. I do not get any new information after I opened the first box. I didn't now before how much $x$ was and now I also do not know whether the amount of money $y$ I found is $y=x$ or $y=2x$. So on average I should always get the same amount, namely $1.5x$.
What got me thinking was the following: Let's say I find $y$ Dollar in Box 1. If I change to box 2, I either get $2y$ Dollar or $y/2$ Dollar. Both events can happen with probability $1/2$, so on average I get $5/4 y$ Dollar, if I switch. This result would suggest that switching is better, because without switching I always end up with $y$ Dollars!
At first, this problem looked similar to the Monty Hall problem. But in the Monty Hall problem I actually get new information after I picked the first door, because one "goat door" is opened. In the box problem, however, I do not learn anything new.
So, what is the best strategy?