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A discrete event simulation model of the stochastic dynamic job shop manufacturing system is developed for the investigation purpose. Nine dispatching rules taken from the literature are incorporated in the simulation model. Four new setup-oriented dispatching rules are proposed. The simulation experiments are conducted under shop utilization percentage of 90% and setup time less than processing time. 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