(i) To find the probability that an apple can be used as a toffee apple, we calculate the probability that the diameter is between 4.1 cm and 5 cm. We standardize these values using the formula for the z-score:
\(z_1 = \frac{4.1 - 5.7}{0.8} = -2\)
\(z_2 = \frac{5 - 5.7}{0.8} = -0.875\)
The probability is given by:
\(P(4.1 < d < 5) = P(z < -0.875) - P(z < -2)\)
Using standard normal distribution tables:
\(\Phi(-0.875) = 0.1908\)
\(\Phi(-2) = 0.0228\)
Thus, \(P(4.1 < d < 5) = 0.1908 - 0.0228 = 0.168\)
(ii) For 250 apples, the number that can be used as toffee apples follows a binomial distribution with \(n = 250\) and \(p = 0.168\). We approximate this with a normal distribution:
\(np = 250 \times 0.168 = 42\)
\(npq = 34.944\)
Standard deviation \(\sigma = \sqrt{34.944} = 5.911\)
We find \(P(X < 50)\) using continuity correction:
\(P(X < 50) = P\left( z < \frac{49.5 - 42}{5.911} \right) = P(z < 1.2687)\)
Using standard normal distribution tables:
\(\Phi(1.2687) = 0.898\)