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System-of-Systems Engineering - Liophant Simulation

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Markov Chains• A Markov Chain is a directed graph in which theedge weights represent transition probabilities,and the probabilities on the edges leaving avertex sum to 1• Markov chains are used to model stochasticprocesses– For example, a Markov chain can be used to create astochastic version <strong>of</strong> the SIR model developed usingsystem dynamics– Queuing models– Bacteria growthDeveloping Methods and Techniques for <strong>System</strong> <strong>of</strong> <strong>System</strong>s <strong>Engineering</strong>Dr. Dimitri Mavris, dimitri.mavris@ae.gatech.edu66

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