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Quiz 5 Simulation 1.) The time between arrivals of cars at the Petroco Service Station is defined by the following probability distribution: Time Between Arrivals...

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Quiz 5 Simulation
1.) The time between a
ivals of cars at the Petroco Service Station is defined by the following probability distribution:
    Time Between A
ivals (min.)
    Probability
    1
    0.25
    2
    0.3
    3
    0.35
    4
    0.1
a.) Simulate the a
ival of cars at the service station for 20 a
ivals and compute the average time between a
ivals.
.) Simulate the a
ival of cars at the service station for 1 hour, using different stream of random numbers from those used in (a) and compute the average time between a
ivals.
c.) Compare the results obtained in (a) and (b) to the expected value.
2.) The Dynaco Manufacturing Company produces a product in a process consisting of operations of five machines. The probability distribution of the number of machines that will
eak down in a week is as follows:
    Machine Breakdowns per week
    Probability
    0
    0.05
    1
    0.15
    2
    0.2
    3
    0.3
    4
    0.25
    5
    0.05
a.) Simulate the machine
eakdowns per week for 20 weeks.
.) Compute the average number of machines that will
eak down per week and compare to the expected value.
3.) Simulate the following decision situation for 20 weeks and recommend the best decision.
A concessions manager at the Tech versus A&M football game must decide whether to have the vendors sell sun visors or um
ellas. There is 30% chance of rain, a 15% chance of overcast skies, and a 55% chance of sunshine, according to the weather forecast in College Junction, where the game is to be held. The manage estimates that the following profits will result from each decision given each set of weather conditions:
    
Decision
    Weathe
    
    Rain
    Overcast
    Sunshine
    
    .30
    .15
    .55
    Sun Visors
    $-500
    $-200
    $1,500
    Um
ellas
    2,000
    0
    -900
4.) Every time a machine
eaks down at the Dynaco Manufacturing Company (problem 2), either 1, 2, or 3 hours are required to fix it, according to the following probability distribution:
    Repair Time (hr.)
    Probability
    1
    0.25
    2
    0.55
    3
    0.20
a.) Simulate the repair time for 20 weeks
.) Compute the simulated average weekly repair time and compare to the expected value.
Answered 2 days After Nov 18, 2022

Solution

Baljit answered on Nov 21 2022
49 Votes
Quiz 5 Simulation
1.)
ANSWER:
Probability distribution range for Time between A
ivals
    Time Between A
ivals (min.)
    Probability
    Cumulative Probability
    Random Number Range, r1
    1
    0.25
    0.25
    0-24
    2
    0.3
    0.55
    25-54
    3
    0.35
    0.9
    55-89
    4
    0.1
    1
    90-99
a. Simulation of the a
ival of cars at the service station for 20 a
ivals
Tabular Simulation
    Trials
    Random numbe
    Time Between A
ivals (min.)
    1
    4
    1
    2
    35
    2
    3
    6
    1
    4
    93
    4
    5
    30
    2
    6
    78
    3
    7
    19
    1
    8
    88
    3
    9
    70
    3
    10
    84
    3
    11
    91
    4
    12
    80
    3
    13
    18
    1
    14
    55
    3
    15
    3
    1
    16
    6
    1
    17
    52
    2
    18
    77
    3
    19
    29
    2
    20
    69
    3
    SUM
    
    46
The Average Time between A
ivals=46/20=2.3 Minute/ca
.
c.
Expected Value of Average time between a
ival=(1*0.25+2*0.3+3*0.35+4*0.1)=2.3 minute per car which is as same as from our simulation result.
2.)
ANSWER:-
Probability distribution range for Machine
eakdown
    Machine Breakdowns per week
    Probability
    Cumulative
probability
    Random number range
    0
    0.05
    0.05
    0-4
    1
    0.15
    0.2
    5-19
    2
    0.2
    0.4
    20-39
    3
    0.3
    0.7
    40-69
    4
    0.25
    0.95
    70-94
    5
    0.05
    1
    95-99
a.) Simulation of the machine
eakdowns per week for 20 weeks
Tabular Simulation
    Weeks
    Rn1
    Machine 1 Breakdown
    Rn2
    Machine 2 Breakdown
    Rn3
    Machine 3 Breakdown
    Rn4
    Machine 4 Breakdown
    Rn5
    Machine 5...
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