CS- 418 SYSTEM SIMULATION & MODELLING External Marks: 60 L T P Internal Marks: 40 3 1 Total Marks: 100 PREREQUISITIES : Programming Languages. OBJECTIVES: The course provides an understanding of the various techniques of simulation. COURSE CONTENTS: Concept of a system, stochastic activities, continuous and discrete system, principals used in simulation and modeling for various applications. [10%] Techniques of simulation, Monte Carlo method, type of system simulations, real time simulation stochastic variables, discrete probability function, generation of random number, poisson arrival pattern, exponential distribution, service time, normal distribution, queuing discipline, measures of queues.[30%] Representation of time, generation of arrival pattern, Discrete simulation languages queuing and inventory control.[25%] Discrete simulation languages an overview of use of GPSS as a simulation.[20%] Inventory control systems for illustration of applications.[15%] TEXTS BOOKS: 1. Gordon. G., system simulation, 2nd ed. 1989, Prentice Hall of India Pvt. Ltd. 2. Deo, Narsingh, system simulation with digital computers, PHI, New Delhi, 1993 . REFERENCES: 1. K.S. Trivedi, " Probability and statistics with reliability, quening and computer science application. P.H. is Engluood cliff. 2. Subranranian, K.R.V. and Sundaresan R. Kadayam, System simulation: Introduction to GPSS, CBS, New Delhi, 1993. 3. W. Feller, "An Introduction to probability theory and its applications," Vol 183, Wiely Eastern Ltd. ND.
