The Art of the Complement
A Probability Masterclass
Welcome, future engineer. Today, we are going to dissect a problem that seems simple on the surface but hides a beautiful, elegant shortcut. We are dealing with a set S={1,2,3,4,5,6} and we are selecting two numbers without replacement.
The goal is to find the probability that the minimum of these two numbers is less than 4. Let's embark on this journey.
Phase 1
Visualizing the Sample Space
Imagine you have a bag containing six balls, numbered 1 through 6. You reach in and pull out one ball, then another, without putting the first one back. This is the definition of "without replacement."
To find the total number of possible outcomes, we use the fundamental counting principle. For the first pick, you have 6 choices, and for the second pick, you have 5 choices. Thus, the total number of outcomes N is:
This is our universe. Every possible pair of numbers we could pick exists within these 30 outcomes.
Phase 2
The Trap of Direct Calculation
Now, consider the condition: we want the minimum of the two numbers to be less than 4. If you were to calculate this directly, you would have to consider cases where the minimum is 1, 2, or 3.
You would be listing pairs like (1,2),(1,3),(2,1),(3,1), and so on. While this is mathematically sound, it is a path filled with potential pitfalls. In the high-pressure environment of the JEE, we want to minimize the number of steps where a simple arithmetic error could cost us marks.
Phase 3
The Power of the Complement
This is where we pivot to a more sophisticated strategy: the complementary event. In probability, the sum of the probability of an event A and its complement A′ is always 1. Mathematically, we express this as:
Here, our event A is min<4. The complement A′ is the opposite: min≥4.
Think about what this means. If the minimum of two numbers is 4 or greater, it implies that both numbers must be 4 or greater. If even one number were less than 4, the minimum would be less than 4, violating our condition for the complement.
Phase 4
Executing the Logic
Our condition for the complement A′ is that both numbers must be chosen from the subset {4,5,6}. This subset has 3 elements. We need to choose two numbers from this subset without replacement.
Following the same logic as before, the number of favorable outcomes for our complement n(A′) is:
Now, we calculate the probability of this complementary event:
Phase 5
The Final Victory
We are almost there. We have the probability of the complement. To find the probability of our original event, we simply subtract this from 1:
P(min<4)=1−P(min≥4)=1−51=54
And there it is. By choosing the path of the complement, we turned a tedious counting exercise into a swift, elegant calculation.
Remember, in physics and mathematics, the most complex problems often yield to the simplest, most elegant logic. The final answer is 54. Keep practicing this mindset, and you will master the JEE.