BIT · Semester VII
Simulation and Modeling syllabus
Official TU syllabus for Simulation and Modeling (BIT407): 8 units, 40 topics. Every unit links to its notes and solved questions.
1
Fundamentals of Simulation and Modeling
2 Q- Definition and concept of simulation
- Real-world applications of simulation
- Difference between continuous and discrete system modeling
- Mathematical models and their formulation
- Feedback systems in simulation
2
Simulation Languages and Tools
3 Q- Definition and features of simulation languages
- CSMP language overview
- CSMP statement types and syntax
- CSMP examples and applications
- SIMSCRIPT III language and features
3
Continuous System Modeling
1 Q- Continuous system modeling concepts
- Continuous versus discrete systems
- Mathematical formulation of continuous systems
- Continuous system examples and applications
4
Discrete Event Simulation and GPSS
1 Q- Discrete event simulation principles
- GPSS language and symbols
- Arrival patterns in simulation
- Telephone system simulation using GPSS
- Discrete system modeling examples
5
Queuing Systems and Analysis
1 Q- Queuing system definition and components
- Single server queuing systems
- Multiple server queuing systems
- Queuing system performance metrics
- Real-world queuing applications
6
Monte Carlo Simulation Methods
1 Q- Monte Carlo simulation principles
- Random number generation
- Monte Carlo method applications
- Probability and statistical foundations
- Monte Carlo examples and case studies
7
Model Validation and Verification
1 Q- Model validation concepts
- Three-step validation approach
- Verification techniques
- Model credibility assessment
- Validation in practice
8
Output Analysis and Performance Measurement
2 Q- Simulation run statistics
- Output analysis techniques
- Utilization measurement
- Occupancy measurement
- Performance metrics interpretation
- Real-world problem analysis
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