(i) To find the proportion of gem stones in each category, we standardize the weights using the formula:
\(z = \frac{x - \mu}{\sigma}\)
For Small (\(X < 1.2\)): \(z = \frac{1.2 - 1.9}{0.55} = -1.2727\)
\(P(X < 1.2) = P(z < -1.2727) = 0.1014\)
For Large (\(X > 2.5\)): \(z = \frac{2.5 - 1.9}{0.55} = 1.0909\)
\(P(X > 2.5) = P(z > 1.0909) = 0.138\)
For Medium (\(1.2 < X < 2.5\)): \(P(1.2 < X < 2.5) = 1 - P(X < 1.2) - P(X > 2.5) = 1 - 0.101 - 0.138 = 0.761\)
(ii) We need \(P(k < X < 2.5) = 0.8\). We know \(P(X < 2.5) = 0.8623\), so \(P(X > k) = 0.9377\).
Find \(z\) such that \(P(z) = 0.9377\), which gives \(z = -1.536\).
Using the standardization formula:
\(-1.536 = \frac{k - 1.9}{0.55}\)
Solving for \(k\):
\(k = 1.9 + (-1.536 \times 0.55) = 1.06\)