Simulation and Modeling (BIT354CO)

Simulation concepts and system types, the Monte Carlo method, random number generation and randomness testing, and analyzing simulation output.

1. Unit 1: Concepts of Simulation (Types, Advantages, Limitations)

2. Unit 2: Monte Carlo Method

3. Unit 3: Simulation of Continuous Systems (Queuing, Markov Chains)

4. Unit 4: Random Numbers: Generation & Testing (Chi-Square, Poker Test)

5. Unit 5: Analysis of Simulation Output & Replication of Runs

6. Unit 6: Simulation Languages & Discrete/Continuous Modeling