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Week - 1 |
Types of simulation
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Week - 2 |
Randomness and probability distributions
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Week - 3 |
Discrete Event Simulation (DES) fundamentals: events, queues, resources
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Week - 4 |
Implementing DES models in simulation software
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Week - 5 |
Output analysis
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Week - 6 |
Mid-term exam |
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Week - 7 |
Variance reduction techniques
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Week - 8 |
Model verification and validation
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Week - 9 |
Experimental design for simulation and ANOVA analysis
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Week - 10 |
Simulation based optimization
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Week - 11 |
Agent based modelling (ABM) and System Dynamics (SD) overview
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Week - 12 |
Application case studies
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Week - 13 |
Communicating results: dashboards, visualization and decision support integratration |
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Week - 14 |
Final exam |
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