1. **State the problem:** We have a normal distribution with mean $\mu = 20$ and standard deviation $\sigma = 5$. We want to find the probability $P(15 < x < 25)$.
2. **Formula and rules:** For a normal distribution, probabilities are found using the standard normal variable $Z = \frac{X - \mu}{\sigma}$.
3. **Convert bounds to $Z$-scores:**
$$Z_1 = \frac{15 - 20}{5} = \frac{-5}{5} = -1$$
$$Z_2 = \frac{25 - 20}{5} = \frac{5}{5} = 1$$
4. **Find the probability:**
$$P(15 < x < 25) = P(-1 < Z < 1)$$
5. Using standard normal distribution tables or symmetry:
$$P(-1 < Z < 1) = P(Z < 1) - P(Z < -1)$$
6. From the standard normal table:
$$P(Z < 1) = 0.8413$$
$$P(Z < -1) = 0.1587$$
7. Calculate the probability:
$$P(-1 < Z < 1) = 0.8413 - 0.1587 = 0.6826$$
**Final answer:**
$$\boxed{0.6826}$$
Normal Probability 2Fb056
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