Consider the following continuously operating job shop. Using the following inter arrival and service time , constr uct a simulation table and perform simulation for 5 custo mers. Assume that when simulation begins, there is one job being processed. Find the average time in queue the customer spends What are the maximum times the customer spends in sy stem. Customer 1 3 4 Interarrival 60 60 120 time Service time 25 50 37 45 50
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- SIMULATION AND MODELING Consider a single server queuing system in the bank. The system starts at time t=0. The arrival time of customers is: 0.4, 1.6, 2.1, 3.8, 4.0, 5.6, 5.8, and 7.2. The departure times are: 2.4, 3.1, 3.3, 4.9, and 8.6. Time is in minutes. The first in first out queuing discipline is followed. Simulate this system for six clients and estimate: i. The expected average number of clients in the in the at any timea) Complete the simulation table accordingly. b) Assume a M/M/1 queue configuration, define the following:i). The average time a voter spends waiting to vote. c) Definei). A reasonable voter arrival rate.You are developing a simulation model of a service system and are trying to create an input model of the customer arrival Process, You have the following four observations of the process of interest [86, 24,9, 50] and you are considering either an exponential distributionor a uniform distribution for the model. Using the data to estimate any necessary distribution Parameters, write the steps to plot Q-Q plots for both uniform and exponential distribution. Write the steps clearly. Thanks.
- Considering the pseudo-code of the wait() and the signal() system calls with NO Busy waiting: a) Make your own UNIQUE and ORIGINAL simulation where 4 processes (Pi, P?, P?? and P???)1 want to enter the same critical section: at every row of the simulation show ALL interesting parameters, e.g. S.value, S.L, and make appropriate comments. The simulation must stores at least 8 rows. b) Assuming that, at time t, the process control block of Pi is in the queue of S.L: 1) Which is the current state of Pi? 2) Does Pi have a partition in Main Memory (MM)? Explain (no point without explanation).A simulation of the Clinic Counter System will be carried out with the aim of improving customer waiting time problem. There are two types of customers, namely Type A and Type B customers and there are also 2 counters for Type A customers and 3 counters for Type B customers. In conducting a simulation study aimed at obtaining the actual number of counters that should be opened for these two types of customers, you have to: a) Determine the type of data to be collected and describe the data collection planning. b) Provide an example of the entities, activities, events, and state variables for the system above.You are developing a simulation model of a service system and are trying to create aninput model of the customer arrival Process, You have the following four observations of the process of interest [86, 24,9, 50] and you are considering either an exponential distributionOf a uniform distribution for the model. Using the data to estimate any necessary distributionParameters, write the steps to plot Q-Q plots for both cases.
- please use R to answer the following question: Assume you represent a worldwide distributor of classic cars. Create a Monte Carlo simulation with 10,000 trials to demonstrate the property that, if the amount of time it takes before your next customer makes a purchase can be modelled using an exponential distribution with a rate of 10 per day, then the number of times customers will make purchases in a day will follow a Poisson distribution with λ=10. Develop a histogram to reinforce your result. ps (plz do not use chatgpt)1. Suppose you are developing the simulation model of a communication system where the incoming calls are being served by a single service person. Assume the arrival of the calls as well as their service times are random. Identify some entities, attributes, activities, events and states variables for this simulation mode b. Is very necessary to carryout an output analysis of simulation model. Why? Are the output data from simulation normally distributed? Discuss your answer with exampleCS401: COMPUTER MODELLING AND SIMULATION QUESTION 1 What do you mean by verification and validation of simulation models? Explain calibration and validation models with neat diagram. QUESTION 2 Suppose you are developing the simulation model of a telecommunication systemwhere the incoming calls are being served by a single service person. Assume the arrival of the calls as well as their service times are random. Identify some entities, attributes, activities, events and states variables for this simulation model. QUESTION 3 Consider an unfair six-sided die where the probability of rolling a “1” is three times the probability of rolling any other value. All other values have the same probability of occurring. Let X be the random variable that takes on values 1 through 6 for our unfair die. Plot the pmf and CDF of X. Determine the mean of X QUESTION 4 Explain the two different techniques for generating random numbers with examples? Describe the Mid-squire method for generating…
- Consider the following scenario: A teacher interviews a student, and during the interview the teacher always grades the student. This scenario can be modeled with two use cases -- "Conduct Interview" and "Grade Student". What is the relationship between these two use cases? a) Conduct Interview extends Grade Student b) Grade Student extends Conduct Interview c) Conduct Interview includes Grade Student d) Grade Student includes Conduct InterviewWrite a program to generate the desired output for the model. Use it to estimate the average time that a customer spends in the system and the average amount of overtime put in by the server, in the case where the arrival process is a Poisson process with rate 10, the service time density is g(x) = 20e^−40x (40x)^2, x > 0 and T = 9. First try 100 runs and then 1000.Draw a model in BPMN that can produce every possible execution sequence that includes tasks {p, q, r,s, t}. Discuss the fitness and precision of this model with respect to the workflow log {<p, q, r, s, t>,<p, r, q, s, t>}. Draw a process model that would have perfect fitness and perfect precision with respectto this workflow log. Would the alpha-Algorithm produce this model with perfect fitness and precision? (Business 2710 - Modeling and Implementing Business Processes question.)