A game starts with 3 coins in a box. At each turn the number of coins in the box
ID: 3363475 • Letter: A
Question
A game starts with 3 coins in a box. At each turn the number of coins in the box is counted and the following procedure is repeated k times:
A fair die is thrown, and depending to the outcome the following four things can happen:
If the outcome is 1 or 2 the player takes 1 coin from the box.
If the outcome is 3 no action is taken.
If the outcome is 4 the player puts 1 coin in the box (assume that the player has an unlimited supply of coins).
If the outcome is 5 or 6, the player puts 2 coins in the box.
Whenever the box is empty, the game stops.
1. Compute the expected number of coins in the box after turn n
2. Compute the probability that the game will stop eventually.
Explanation / Answer
1) We need to calculate the average gain or loss per toss of the die in this case
Now the individual probabilities look like this:
a) Probability of Loosing 1 coin = 2/6 ( getting 1 or 2)
b) Probability of Adding 0 coin = 1/6 ( getting a 3)
c) Probability of adding 1 Coin = 1/6 (( Getting a 4)
d) Probability of adding 2 coins = 2/6 ( Getting 5 or 6)
the average gain or loss is obtained by taking the possible outcomes, multiplying by the probability, and adding the results
The average gain or loss per toss= -1* 2/6+ 0*1/6+ 1*1/6+ 2*2/6 = 1/2 ( It is a gain)
So expected number of coins after n tosses = 3+ n* (Average gain or Loss) = 3+ n/2
2) This part of the problem can be solver with Gambler's Ruin problem
p= probability of adding 0 or more coins = 1/6+ 2/6+1/6 = 4/6= 2/3
q= probability of loosing coin= 1/3
since p>0.5 then q/p<1 (q/p in this case will be 1/2)
The probability that the infinite number of coins will be added = 1-(q/p)^i where i is the initial starting amount
So in this case P that infinite number of coins will be added = 1- (1/2)^3 = 1-1/8 = 7/8
So probability that the game will eventually stop = 1- Probability of infinite conts getting added = 1-7/8 = 1/8
2) This part of the problem can be solver with Gambler's Ruin problem
p= probability of adding 0 or more coins = 1/6+ 2/6+1/6 = 4/6= 2/3
q= probability of loosing coin= 1/3
since p>0.5 then q/p<1 (q/p in this case will be 1/2)
The probability that the infinite number of coins will be added = 1-(q/p)^i where i is the initial starting amount
So in this case P that infinite number of coins will be added = 1- (1/2)^3 = 1-1/8 = 7/8
So probability that the game will eventually stop = 1- Probability of infinite conts getting added = 1-7/8 = 1/8
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