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The project consists of 4 steps. At each step, there are items to be answered and responded to in the final report. Step 1 Please
The project consists of steps. At each step, there are items to be answered and responded to in the
final report.
Step
Please determine a system that you want to model and simulate. Please note that you will build a
discrete model of a dynamic stochastic system. You will also determine the requirements defined
below.
Determine system components eg entities, their attributes, activities, events, and state
variables
Determine the relations between system components
Your model must include at least one queue.
Reporting: Include your answers for the items asked above in the report see Deliveries
Step
Build the conceptual model of the system that you would like to model and simulate. For this purpose,
you need to provide the following items as well:
Define the objectives
Redeterminerefine system components eg entities, their attributes, activities, events, and
state variablesyou worked on this in the previous homework
Determine the performance metrics as well as other outputs
Determine the alternative system designs that you consider to test
Reporting: Include your answers for the items asked above in the report see Deliveries
Step
Build the computerized model of the system that you built the conceptual model previously. Please use
the Anylogic simulation tool. Your computerized model will include the following items.
system components
the relations between system components
generation of random variates
view of the model
D view of the model
the input variables describe as the decision variables and uncontrollable variables
the type and the values might be a pdf of input variables parameters
the output variables parameters eg average time spent in the system per customer, the
average number of customers waiting at a specific queue. In your project, you have to measure
at least one delayrelated output parameter.
Output values and responses
Step
In this final step, you are required to simulate and perform the evaluation.
For the system you defined and built in previous steps, simulate the system. Please answer the following
items;
Collect data on the system you built. Regarding the input parameters,
Estimate the mean values for the output performance parameters you defined above.
You have to run replicate the simulation several times with different seed values.
Estimates should be the mean of all runs replications
Compute the confidence intervals for the output parameters.
Estimate the total number of replications needed to estimate mean output parameters
with enhancement narrowing the for
Compute the prediction intervals for the output parameters.
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