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Due to the steady tendency to propose highly customized products and to respond to volatile (i.e random) demands, Flexible Manufacturing Systems (FMS) are now present in most shopfloors. In this thesis, flexibility in a FMS is understood as the ability of a single production cell to deliver several different types of items, say N. The production capacity is usually limited in the sense that only one or K