Question: please can you solve for me this stochastic processes question thanks 3. (a) During lunch hour, arrivals of customers at a pizza hut restaurant follows
please can you solve for me this stochastic processes question thanks

3. (a) During lunch hour, arrivals of customers at a pizza hut restaurant follows a Poisson process with the rate of 120 customers per hour. The restaurant has one line, with three workers taking food orders at independent services stations. Each worker takes an exponen- tially distributed amount of timeon average 1 minuteto serve a customer. Let X] denote the number of customers in the restaurant (in line and being serviced) at time t. Then, the process (Xi : t 2 0) is a continuous-time Markov chain. (i) Show that the process is a birth-anddeath process by giving the birth and death rates. [4 marks] (ii) Find the generator matrix of the above process. [5 marks] (iii) For each integer k 2 0, derive the longterm probability that there are k customers in the restaurant. [8 marks] (iv) Calculate the longterm probability that all three workers are busy. [6 marks] (v) Find the average number of customers in the restaurant in the long term. [7 marks] (b) A student support center has 3 tutors who help students with their home work. Students arrive at the center according to a Poisson process at rate A = 3 per hour. Each tutor's service time is exponentially distributed with average of 1/10 hours. Tutors' service times and student arrival times are independent. If all the tutors are busy when a student arrives at the center, the student will leave. Let Xi denote the number of tutors who are busy at time t. Determine its generator matrix and stationary distribution. [10 marks]
Step by Step Solution
There are 3 Steps involved in it
Get step-by-step solutions from verified subject matter experts
