IT-702 (C) RGPV B.Tech
SIMULATION & MODELING (SM)
Previous year papers and the official syllabus are free to read, no account needed.
Previous Year Papers
1 paper, latest Nov 2023
Syllabus, notes and important questions for IT-702 (C)
Syllabus units
Topics as the official RGPV syllabus lists them.
Unit 1 Modeling & Simulation Concepts 11 topics
- System Concepts
- What is a Model?
- Type of Models
- Modeling & Simulation
- Continuous vs. Discrete System Simulation
- Numerical Integration vs. Continuous Simulation
- Analog vs. Digital Simulation
- Simulation vs. Monte‑Carlo Simulation
- Nature of Computer Modeling and Simulation
- When to Use Simulation?
- Limitations of Simulation
Unit 2 Probability Concepts in Simulation 7 topics
- Stochastic variables
- Random numbers: Pseudo‑random generators
- Testing of pseudo‑random number generators
- Generation of non‑uniformly distributed random numbers
- Discrete and continuous random variables
- Density and distributive functions
- Study of distributions such as Poisson, Normal, Uniform
Unit 3 Simulation of Continuous Systems 6 topics
- Introduction
- Differential equations
- Pure Pursuit Problem
- Simulation of Chemical Reaction
- Autopilot Simulation
- Simulation of other continuous systems
Unit 4 Simulation of Discrete Systems 3 topics
- Arrival patterns and service times
- Simulation of Queuing System
- Elementary idea about networks of Queuing with particular emphasis to computer system environment
Unit 5 Verification & Validation 4 topics
- Design of simulation experiments and validation of simulation experiments
- Comparing model data units and real system data
- Simulation Language: brief introduction to important discrete and continuous languages such as GPSS (study & use of the language)
- Use of database & AI techniques in the area of modeling and simulation