Analyzing the Setup
Welcome, future engineer! Today, we are not just solving a probability problem; we are stepping into the arena of an infinite game. This problem is a classic in the JEE Advanced curriculum because it tests your ability to bridge the gap between discrete events and infinite series.
Imagine you and a friend are sitting across from each other, a pair of dice in hand. You are Player A, hunting for a sum of 5. Your friend is Player B, hunting for a sum of 8.
The rules are simple: you go first. If you don't win, the dice pass to your friend. If they don't win, the dice come back to you. This cycle repeats until someone claims victory.
The Sample Space and the Targets
Before we dive into the infinite, let's ground ourselves in the finite. When you roll two dice, the total number of outcomes is 6×6=36. This is our universe.
For Player A, the winning outcomes are (1,4),(2,3),(3,2),(4,1). That is 4 favorable outcomes. So, the probability of A winning on any single turn is:
Now, look at Player B. Their target is 8. The combinations are (2,6),(3,5),(4,4),(5,3),(6,2). That is 5 favorable outcomes. Thus:
Notice the subtle asymmetry here? Player B actually has a higher probability of winning on any single turn than Player A. However, Player A has the first-mover advantage, which is the core tension of the problem.
The Infinite Timeline
To find the total probability of A winning, we must map out every possible way A can win. A can win on the 1st turn, the 3rd turn (after A fails, then B fails), the 5th turn, and so on.
Let P(Ac) be the probability of A failing, which is 1−91=98. Let P(Bc) be the probability of B failing, which is 1−365=3631.
The probability of A winning is given by the infinite series:
P(A wins)=P(A)+P(Ac)P(Bc)P(A)+(P(Ac)P(Bc))2P(A)+…
This is a Geometric Progression (GP). The first term a is P(A)=91. The common ratio r is the probability that the game 'resets' to A's turn:
r=P(Ac)×P(Bc)=98×3631=324248
Simplifying the ratio by dividing both numerator and denominator by 4, we obtain:
The Elegant Conclusion
Now, we apply the sum formula for an infinite GP, S=1−ra. Substituting our values:
The denominator becomes 1−8162=8181−62=8119. Therefore, our probability is:
P(A wins)=811991=91×1981
The 9 and 81 cancel out beautifully. The final probability that A wins is:
It is a result that feels inevitable once you see the structure. Remember, in JEE Advanced, the math is rarely the hardest part—it is the ability to visualize the process. You have just mastered the infinite game.