1. **State the problem:** We have a fleet of planes with probabilities: no wing cracks $=0.7$, detectable wing cracks $=0.25$, and critical wing cracks $=0.05$. For the next four planes inspected, we want to find:
- The probability that exactly one plane has a critical crack, exactly one has a detectable crack, and exactly two have no cracks.
- The probability that at least one plane has a critical crack.
2. **Formula and rules:** This is a multinomial probability problem. The probability of a specific combination of outcomes in $n$ independent trials is given by:
$$P = \frac{n!}{n_1! n_2! n_3!} p_1^{n_1} p_2^{n_2} p_3^{n_3}$$
where $n=4$, $n_1=1$ (critical), $n_2=1$ (detectable), $n_3=2$ (no cracks), and $p_1=0.05$, $p_2=0.25$, $p_3=0.7$.
3. **Calculate the first probability:**
$$P = \frac{4!}{1! 1! 2!} (0.05)^1 (0.25)^1 (0.7)^2$$
Calculate factorials:
$$4! = 24, \quad 1! = 1, \quad 2! = 2$$
So:
$$P = \frac{24}{1 \times 1 \times 2} \times 0.05 \times 0.25 \times 0.7^2 = 12 \times 0.05 \times 0.25 \times 0.49$$
Calculate stepwise:
$$12 \times 0.05 = 0.6$$
$$0.6 \times 0.25 = 0.15$$
$$0.15 \times 0.49 = 0.0735$$
So the probability is $0.0735$.
4. **Calculate the second probability (at least one critical crack):**
The complement is that no planes have critical cracks, so all 4 planes have either detectable or no cracks.
Probability no critical cracks:
$$P(\text{no critical}) = (0.95)^4$$
Calculate:
$$0.95^4 = 0.8145$$
Therefore,
$$P(\text{at least one critical}) = 1 - 0.8145 = 0.1855$$
**Final answers:**
- Probability exactly one critical, one detectable, two no cracks: $0.0735$
- Probability at least one critical crack: $0.1855$
Wing Crack Probabilities 5E6595
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