7.0k views
3 votes
Airplane Booking Problem (see Newsvendor Model Lecture) Please do the Airplane Booking Problem with a high fare of $756 and low fare of $171. The business traveler demand is given by N(mu = 52, sigma = 5). Part a: 4 points What is the under-stocking cost Cu? Locally stored answer: Part b: 4 points What is the over-stocking cost Co? Locally stored answer: Part c: 4 points What is the service level or critical fractile? (Please state a probability with 4 decimal places and not a percentage). Locally stored answer:

1 Answer

5 votes

Final answer:

To calculate the under-stocking cost Cu, use the Z-score formula with X = 0, then multiply the probability by the high fare. To calculate the over-stocking cost Co, use the Z-score formula with X = capacity - 1, then multiply the probability by the low fare. The service level is obtained by subtracting the probability of under-stocking from 1.

Step-by-step explanation:

To calculate the under-stocking cost Cu, we need to find the probability of demand exceeding the airline's capacity. Given that the demand follows a normal distribution with mean (mu) = 52 and standard deviation (sigma) = 5, we can use the Z-score formula to find the probability. The Z-score is calculated as (X - mu) / sigma, where X is the capacity. Here, X = 0, since any demand above the capacity would result in understocking. We then use the Z-score to find the probability using the standard normal distribution table or a calculator. The under-stocking cost Cu is calculated as the probability multiplied by the high fare of $756.

To calculate the over-stocking cost Co, we need to find the probability of demand falling below the airline's capacity. Here, X = capacity - 1, as demand up to the capacity is met without any overstocking. We calculate the Z-score using this X value and find the probability using the standard normal distribution table or a calculator. The over-stocking cost Co is calculated as the probability multiplied by the low fare of $171.

The service level or critical fractile is the probability of meeting the demand without any stockouts. It is calculated as 1 minus the under-stocking cost Cu. We can use the Z-score formula with X = capacity to find the corresponding Z-score. The service level is then calculated as 1 minus the probability obtained from the standard normal distribution table or a calculator.

User Idrumgood
by
8.0k points