Let: \( X \) = Number of truth-tellers selected when 2 people are chosen at random from a group.
Suppose there are 50 people: 20 truth-tellers and 30 liars.
Possible values of \( X \): 0, 1, 2
Case 1: \( X = 0 \) (Both are liars)
\[ P(X = 0) = \frac{30}{50} \cdot \frac{29}{49} = \frac{870}{2450} = \frac{87}{245} \] Case 2: \( X = 2 \) (Both are truth-tellers)
\[ P(X = 2) = \frac{20}{50} \cdot \frac{19}{49} = \frac{380}{2450} = \frac{38}{245} \] Case 3: \( X = 1 \) (One truth-teller, one liar)
Two ways: Truth then lie OR Lie then truth \[ P(X = 1) = \frac{20}{50} \cdot \frac{30}{49} + \frac{30}{50} \cdot \frac{20}{49} = \frac{600 + 600}{2450} = \frac{1200}{2450} = \frac{120}{245} \]
Therefore, the probability distribution is:
| X | P(X) |
|---|---|
| 0 | \( \frac{87}{245} \) |
| 1 | \( \frac{120}{245} \) |
| 2 | \( \frac{38}{245} \) |

A shop selling electronic items sells smartphones of only three reputed companies A, B, and C because chances of their manufacturing a defective smartphone are only 5%, 4%, and 2% respectively. In his inventory, he has 25% smartphones from company A, 35% smartphones from company B, and 40% smartphones from company C.
A person buys a smartphone from this shop
Find the Derivative \( \frac{dy}{dx} \)
Given:\[ y = \cos(x^2) + \cos(2x) + \cos^2(x^2) + \cos(x^x) \]
Solve the following LPP graphically: Maximize: \[ Z = 2x + 3y \] Subject to: \[ \begin{aligned} x + 4y &\leq 8 \quad \text{(1)} \\ 2x + 3y &\leq 12 \quad \text{(2)} \\ 3x + y &\leq 9 \quad \text{(3)} \\ x &\geq 0,\quad y \geq 0 \quad \text{(non-negativity constraints)} \end{aligned} \]