Simulation Study Project Tasks
- Problem Statement:
- "Storyboard" description of system
- Objective(s) of study: what are the questions?
(An example: "How long does someone have to wait in line?")
- Project Plan:
Describe the responsibilities of each member of
your team. For example: Data Collection (below); who is writing
what part(s) of the report; is it a group effort to determine
the pdfs/cdfs?; if not, who is checking to make
sure they are "reasonable" before simulating the system?
- Model Conceptualization:
Abstract the essential features of the
system in order to characterize it. Give the formal
system characterization.
Define:
- Entities
- Attribute (attributes) of each entity.
- What constitutes the state of the conceptualized system.
- Events
- Data Collection:
The objective(s) of the study indicate the data to be collected.
Example: objective: how does the length of lines change as
the number of tellers change? (That's an overly ambitious study for
this class.) data needed: distributions of customer arrival time
and teller service time.
- What data need to be collected?
- How will this be achieved?
- How have you organized your team for data collection?
- How will you keep track of
different data items collected for each customer?
- Model translation:
Describe your simulation api and your particular simulation application.
This means
EXTENSIVE javadoc - as you've come to expect from Sun.
- Model verification:
Is the program performing correctly? Specify all the tests that
were performed.
- Model validation:
Is the model an accurate representation of the system? If it is, why
is it? If not then calibrate the model so that it is.
(This might involve further debugging; trying different cdfs, etc.)
Document Document Document all calibration
efforts. How successful was each effort? Which did you end up using?
- Experimental design:
How many runs do you intend to run? What is/are the length/s of the
run/s? Do they vary? What is your overall strategy? How do you
think these
experiments help you to satisfy the objective of your study?
- Data analysis:
What is/are the answer/s to your question/s? What is the
degree of certainty? If you couldn't get an answer, why not?
- Summary:
Trials and tribulations ...
What would you have done differently, if anything? What unexpected
problems did you encounter? What data do you wish you had collected?
- Documentation and reporting:
A web page to die for that includes all of the above. It should be
an incremental document.
- Presentation:
at the end of the semester
- Critique:
of your project and all the other projects. What grade do you give
your team? What grade do you give the other teams?
Document:
URL:
Last Update: