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Question

Mathematics Question on Probability

Three defective bulbs are mixed with 8 good ones. If three bulbs are drawn one by one with replacement, the probabilities of getting exactly 1 defective, more than 2 defective, no defective, and more than 1 defective respectively are:

A

271331,5761331,2431331,5121331\frac{27}{1331},\frac{576}{1331},\frac{243}{1331},\frac{512}{1331}

B

271331,2431331,5761331,5121331\frac{27}{1331},\frac{243}{1331},\frac{576}{1331},\frac{512}{1331}

C

5761331,271331,5121331 and 2431331\frac{576}{1331}, \quad \frac{27}{1331}, \quad \frac{512}{1331} \text{ and } \frac{243}{1331}

D

2431331,271331,5761331,5121331\frac{243}{1331},\frac{27}{1331},\frac{576}{1331},\frac{512}{1331}

Answer

5761331,271331,5121331 and 2431331\frac{576}{1331}, \quad \frac{27}{1331}, \quad \frac{512}{1331} \text{ and } \frac{243}{1331}

Explanation

Solution

Let the probability of drawing a defective bulb be p=311p = \frac{3}{11} and the probability of drawing a good bulb be q=811q = \frac{8}{11}. Since the bulbs are drawn with replacement, the events are independent. Use the binomial probability formula:

P(X=k)=(nk)pkqnk,P(X = k) = \binom{n}{k} p^k q^{n-k},

where n=3n = 3 (number of draws) and kk is the number of defective bulbs.

Probability of exactly one defective bulb (k=1k = 1):

P(X=1)=(31)p1q2=3(311)1(811)2.P(X = 1) = \binom{3}{1} p^1 q^2 = 3 \cdot \left( \frac{3}{11} \right)^1 \cdot \left( \frac{8}{11} \right)^2.

P(X=1)=331164121=5761331.P(X = 1) = 3 \cdot \frac{3}{11} \cdot \frac{64}{121} = \frac{576}{1331}.

**Probability of more than two defective bulbs ( k** \(>2 )): The only possibility is k=3k = 3 (all three bulbs are defective):

P(X=3)=(33)p3q0=1(311)3=271331.P(X = 3) = \binom{3}{3} p^3 q^0 = 1 \cdot \left( \frac{3}{11} \right)^3 = \frac{27}{1331}.

Probability of no defective bulbs (k=0k = 0):

P(X=0)=(30)p0q3=1(811)3=5121331.P(X = 0) = \binom{3}{0} p^0 q^3 = 1 \cdot \left( \frac{8}{11} \right)^3 = \frac{512}{1331}.

**Probability of more than one defective bulb ( k** \(>1 )): This includes k=2k = 2 and k=3k = 3. First calculate P(X=2)P(X = 2):

P(X=2)=(32)p2q1=3(311)2811.P(X = 2) = \binom{3}{2} p^2 q^1 = 3 \cdot \left( \frac{3}{11} \right)^2 \cdot \frac{8}{11}.

P(X=2)=39121811=2161331.P(X = 2) = 3 \cdot \frac{9}{121} \cdot \frac{8}{11} = \frac{216}{1331}.

Now add P(X=2)P(X = 2) and P(X=3)P(X = 3):

P(X>1)=P(X=2)+P(X=3)=2161331+271331=2431331.P(X>1) = P(X = 2) + P(X = 3) = \frac{216}{1331} + \frac{27}{1331} = \frac{243}{1331}.

Final Probabilities:

  • Exactly one defective: 5761331\frac{576}{1331}
  • More than two defective: 271331\frac{27}{1331}
  • No defective: 5121331\frac{512}{1331}
  • More than one defective: 2431331\frac{243}{1331}

Thus, the correct answer is option C.