Binomial Seeds
1. **Problem statement:** A gardener planted 20 tomato seeds with a 50% chance each seed will germinate.
2. **Relevant formula:** This is a binomial probability problem where the number of trials $n=20$, probability of success $p=0.5$, and number of successes $k$ varies.
The binomial probability formula is:
$$P(X=k) = \binom{n}{k} p^k (1-p)^{n-k}$$
where $\binom{n}{k} = \frac{n!}{k!(n-k)!}$.
3. **Part (a): Probability exactly 10 seeds germinate**
Calculate $P(X=10)$:
$$P(X=10) = \binom{20}{10} (0.5)^{10} (0.5)^{10} = \binom{20}{10} (0.5)^{20}$$
Calculate $\binom{20}{10}$:
$$\binom{20}{10} = \frac{20!}{10!10!} = 184,756$$
So,
$$P(X=10) = 184,756 \times (0.5)^{20} = 184,756 \times \frac{1}{1,048,576} \approx 0.176$$
4. **Part (b): Probability at least 15 but not more than 18 seeds germinate**
Calculate $P(15 \leq X \leq 18) = P(X=15) + P(X=16) + P(X=17) + P(X=18)$
Each term:
$$P(X=k) = \binom{20}{k} (0.5)^{20}$$
Calculate each binomial coefficient:
- $\binom{20}{15} = 15,504$
- $\binom{20}{16} = 4,845$
- $\binom{20}{17} = 1,140$
- $\binom{20}{18} = 190$
Sum:
$$\sum = 15,504 + 4,845 + 1,140 + 190 = 21,679$$
Probability:
$$P = 21,679 \times (0.5)^{20} = 21,679 \times \frac{1}{1,048,576} \approx 0.0207$$
5. **Part (c): Mean number of seeds that germinate**
The mean (expected value) for a binomial distribution is:
$$\mu = np = 20 \times 0.5 = 10$$
**Final answers:**
- (a) $P(X=10) \approx 0.176$
- (b) $P(15 \leq X \leq 18) \approx 0.0207$
- (c) Mean number of seeds germinating $= 10$