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Question

Mathematics Question on Probability

A company has two plants A and B to manufacture motorcycles. 60% motorcycles are manufactured at plant A and the remaining are manufactured at plant B. 80% of the motorcycles manufactured at plant A are rated of the standard quality, while 90% of the motorcycles manufactured at plant B are rated of the standard quality. A motorcycle picked up randomly from the total production is found to be of the standard quality. If p is the probability that it was manufactured at plant B, then 126p is

A

54

B

64

C

66

D

56

Answer

54

Explanation

Solution

Given data:

| Plant A| Plant B
---|---|---
Manufactured| 60%60\%| 40%40\%
Standard quality| 80%80\%| 90%90\%

Define:

  • A : Event that the motorcycle is of standard quality.
  • B : Event that the motorcycle was manufactured at plant B.
  • C : Event that the motorcycle was manufactured at plant A.

The probabilities are:

P(C)=60100,P(B)=40100.P(C) = \frac{60}{100}, \quad P(B) = \frac{40}{100}.

The conditional probabilities are:

P(AC)=80100,P(AB)=90100.P(A \mid C) = \frac{80}{100}, \quad P(A \mid B) = \frac{90}{100}.

Using Bayes’ theorem:

P(BA)=P(AB)P(B)P(AB)P(B)+P(AC)P(C).P(B \mid A) = \frac{P(A \mid B) P(B)}{P(A \mid B) P(B) + P(A \mid C) P(C)}.

Substitute the values:

P(BA)=90100×4010090100×40100+80100×60100.P(B \mid A) = \frac{\frac{90}{100} \times \frac{40}{100}}{\frac{90}{100} \times \frac{40}{100} + \frac{80}{100} \times \frac{60}{100}}.

Simplify:

P(BA)=90×4090×40+80×60=36003600+4800=36008400=37.P(B \mid A) = \frac{90 \times 40}{90 \times 40 + 80 \times 60} = \frac{3600}{3600 + 4800} = \frac{3600}{8400} = \frac{3}{7}.

Now:

126p=126×37=54.126p = 126 \times \frac{3}{7} = 54.

Final Answer: 126p=54.126p = 54.