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Introduction to Simulation Using MATLAB

Chapter 12. Introduction to Simulation Using MATLAB . A. Rakhshan and H. Pishro-Nik Analysis versus Computer Simulation A computer Simulation is a computer program which attempts to represent the real world based on a model. The accuracy of the Simulation depends on the precision of the model. Suppose that the probability of heads in a coin toss experiment is unknown. We can perform the experiment of tossing the coin n times repetitively to approximate the probability of heads. Number of times heads observed P (H) =. Number of times the experiment executed However, for many practical problems it is not possible to determine the probabilities by exe- cuting experiments a large number of times. With today's computers processing capabilities, we only need a high-level language, such as MATLAB , which can generate random numbers, to deal with these problems. In this chapter, we present basic methods of generating random variables and simulate prob- abilistic systems.

MATLAB is a high-level language that helps engineers and scientists nd solutions for given ... Solution: We want to employ the de nition of Poisson processes. Assume Nrepresents the number of events (arrivals) in [0,t]. If the interarrival times are distributed exponentially (with ... 1) random variables (U 1;U 2) [1].

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  Introduction, Using, Processes, Engineer, Simulation, Matlab, Random, Introduction to simulation using matlab

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