LESSON PLAN - SIMULATION AND MODELING

LESSON PLAN

4^TH SEMESTER MCA

SIMULATION AND MODELING

Sl.No	UNIT	CLASSES
1	System Models and Role of Simulation	2
2	Entities, Attributes, States and Activities	2
3	Types of System- Deterministic, Stochastic, Continuous and Discrete Systems	2
4	Steps in Simulation Studies	2
5	Statistical Tools and Techniques	2
6	Generation of Pseudorandom Numbers	2
7	Random Variate generation for uniform, poisson and normal distributions	2
8	Sampling and estimation	2
9	Maximum likelihood estimation	2
10	Confidence Intervals and Hypothesis Testing	2
11	Stochastic Processes and Markov Models	2
12	Discrete Event Simulation languages	1
13	Simulation of inventory and queuing systems-single and multi server queues	3
14	Network of queues	2
15	Modeling and performance evaluation of computers and computer communication networks	2
16	Workload characterization	1
17	Continuous System Simulation Languages	2
18	Growth and decay models	1
19	Verification and Validation of Simulation models	1
20	I/O Validation	1
21	Performance Measures and their estimation	2
22	Case Studies	2