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Simulation with random numbers quantitative analysis class.
Fill out word document with findings and attach excel
document. See attachment.
Notes:
Before doing this assignment, do the practice problem posted
under Apply and Discover. Word-process your answers within
this document. Do not create a new file. Show all steps used in
arriving at the final answers. Incomplete solutions will receive
partial credit.
Problem
During the dinner hour, the distribution of the inter-arrival time
of customers at a restaurant is estimated to be as shown below.
The mode of payment and the service times of the cash and
credit card customers are shown in the following tables.
Complete the tables and simulate the system for 20 customer
arrivals and determine the average time a cash and credit card
customer must wait in line before paying the cashier.
Use Column A of the given random number table to determine
the customer inter-arrival time. For the arrival time, please start
at 0 seconds, and increments in seconds from the results you get
from decoding of the random numbers. As an example, the first
random number is 6320, which equates to 60 seconds of inter-
arrival time. So, your first customer arrival time is 60 seconds.
For your second customer, the random number is 4630, which
also equates to 60 seconds of inter-arrival time. As a result,
your second customer arrival time will be 120 seconds, and so
on. Please keep your results in seconds for all customers.
Use Column B to determine whether the customer pays with
cash or credit, and Column C to determine the service time.
Inter-arrival time
Inter-arrival Time
Probability
Cumulative Probability
Random Number Interval
30 seconds
0.45
60 seconds
0.25
90 seconds
0.15
120 seconds
0.10
150 seconds
0.05
Mode of Payment
Payment Mode
Probability
Cumulative Probability
Random Number Interval
Cash
0.6
Credit Card
0.4
Cash Service Time
Service Time
Probability
Cumulative Probability
Random Number Interval
20 seconds
0.35
40 seconds
0.30
60 seconds
0.25
80 seconds
0.10
Credit Card Service Time
Service Time
Probability
Cumulative Probability
Random Number Interval
30 seconds
0.20
60 seconds
0.45
90 seconds
0.25
120 seconds
0.10
Random Numbers
(A)
(B)
(C)
6320
1094
1995
4630
7371
7971
8657
2809
3554
0030
5148
6300
5624
9115
5495
6728
1469
5165
5925
6480
9339
2829
2447
6997
7939
7031
1443
6476
8442
3574
3319
7387
0150
8134
1788
0933
1712
4891
7082
6317
1149
5025
6605
8822
4081
2734
9451
4100
0432
2990
7190
3441
8314
6822
0726
7176
5053
6969
2766
8284
Complete the table below to show the results of the simulation.
Customer
Random Number
Arrival Time
Random Number
Mode of Payment
Random Number
Service Time
Service Time
Waiting Time
Begins
Ends
Cash
Credit
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
Average Waiting Time (Cash)=
Average Waiting Time (Credit)=
Must:
Pass Turn it is
Be recieved on or before the deadline

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Simulation with random numbers quantitative analysis class. Fill out.docx

  • 1. Simulation with random numbers quantitative analysis class. Fill out word document with findings and attach excel document. See attachment. Notes: Before doing this assignment, do the practice problem posted under Apply and Discover. Word-process your answers within this document. Do not create a new file. Show all steps used in arriving at the final answers. Incomplete solutions will receive partial credit. Problem During the dinner hour, the distribution of the inter-arrival time of customers at a restaurant is estimated to be as shown below. The mode of payment and the service times of the cash and credit card customers are shown in the following tables. Complete the tables and simulate the system for 20 customer arrivals and determine the average time a cash and credit card customer must wait in line before paying the cashier. Use Column A of the given random number table to determine the customer inter-arrival time. For the arrival time, please start at 0 seconds, and increments in seconds from the results you get from decoding of the random numbers. As an example, the first random number is 6320, which equates to 60 seconds of inter- arrival time. So, your first customer arrival time is 60 seconds. For your second customer, the random number is 4630, which also equates to 60 seconds of inter-arrival time. As a result, your second customer arrival time will be 120 seconds, and so on. Please keep your results in seconds for all customers. Use Column B to determine whether the customer pays with cash or credit, and Column C to determine the service time.
  • 2. Inter-arrival time Inter-arrival Time Probability Cumulative Probability Random Number Interval 30 seconds 0.45 60 seconds 0.25 90 seconds 0.15 120 seconds 0.10 150 seconds 0.05 Mode of Payment Payment Mode Probability Cumulative Probability Random Number Interval Cash 0.6 Credit Card
  • 3. 0.4 Cash Service Time Service Time Probability Cumulative Probability Random Number Interval 20 seconds 0.35 40 seconds 0.30 60 seconds 0.25 80 seconds 0.10 Credit Card Service Time Service Time Probability Cumulative Probability
  • 4. Random Number Interval 30 seconds 0.20 60 seconds 0.45 90 seconds 0.25 120 seconds 0.10 Random Numbers (A) (B) (C) 6320 1094 1995 4630 7371 7971 8657 2809 3554 0030 5148 6300 5624
  • 6. 2990 7190 3441 8314 6822 0726 7176 5053 6969 2766 8284 Complete the table below to show the results of the simulation. Customer Random Number Arrival Time Random Number Mode of Payment Random Number Service Time Service Time Waiting Time Begins Ends Cash
  • 13. Average Waiting Time (Cash)= Average Waiting Time (Credit)= Must: Pass Turn it is Be recieved on or before the deadline