  This paper is concerned with a simulation study for a stochastic production
network model, where the capacities of machines may change randomly. We
introduce performance measures motivated by risk measures from finance leading
to a simulation based optimization framework for the production planning. The
same measures are used to investigate the scenario when capacities are related
to workers that are randomly not available. This corresponds to the study of a
workforce planning problem in an uncertain environment.
