Customers arrive at a restaurant at a random rate of 9 per hour. What the probability that during any 120 minute period, the number of customers arriving at the restaurant is exactly 6.Question 22Select one:a.0.1171b.0.0255c.0.0437d.0.0025
Question
Customers arrive at a restaurant at a random rate of 9 per hour. What the probability that during any 120 minute period, the number of customers arriving at the restaurant is exactly 6.Question 22Select one:a.0.1171b.0.0255c.0.0437d.0.0025
Solution
This problem can be solved using the Poisson distribution formula. The Poisson distribution gives the probability of a given number of events (in this case, customers arriving at a restaurant) happening in a fixed interval of time (120 minutes in this case) when these events occur with a known average rate (9 customers per hour) and independently of the time since the last event.
The formula for the Poisson distribution is:
P(x; μ) = (e^-μ) * (μ^x) / x!
where:
- P(x; μ) is the probability of x events in an interval,
- e is the base of the natural logarithm (approximately equal to 2.71828),
- μ is the average rate of value (mean value),
- x is the actual number of successes that result from the experiment.
In this case, we want to find the probability (P) that exactly 6 customers (x) arrive in a 120 minute period. The rate is 9 customers per hour, so in 120 minutes (or 2 hours), the average rate (μ) is 9 customers/hour * 2 hours = 18 customers.
Substituting these values into the formula, we get:
P(6; 18) = (e^-18) * (18^6) / 6!
Calculating this gives a result of approximately 0.0437, so the correct answer is c. 0.0437.
Similar Questions
Customers arrive at a restaurant at a random rate of 9 per hour. What the probability that during any 120 minute period, the number of customers arriving at the restaurant is exactly 6. What type of a distribution is this?Question 3Select one:a.Poisson distributionb.Exponential distributionc.Uniform distributiond.Binomial distribution
On an average, a clothing store gets 120 customers per day. Let the random variable be X~P (120). What is the probability of getting 150 customers in one day?Question 4Answera.0.05b.0.0010c.0.2
On an average, a clothing store gets 120 customers per day. Let the random variable X~P (120). What is the probability that the store will have more than 12 customers in the first hour? "Assume the store is open 12 hours each day."Question 5Answera.0.05b.0.0010c.0.2084
Customers arrive at a drive-up window of a fast-food restaurant at a rate of 3 per minute during lunch hour. a.What is the probability that the next customer will arrive within 2 minutes? b.What is the probability that the next customer will arrive within 4 minutes? c.During the dinner time period,the arrival rate is 1 per minute.What are your answers to a and b for this period? (Round to four decimal places as needed.)
A website receives an average of 200 visitors per hour. What is the probability that the website will receive more than 220 visitors in the next hour?
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.