A Note on Stochastic Shop Models in Which Jobs have the Same Processing Requirements on Each Machine

Published Online:https://doi.org/10.1287/mnsc.31.7.840

We consider stochastic models for flow shops, job shops and open shops in which the work required by job j is the same at each machine, being a random variable Wj. Because machines operate at different speeds, Si, the processing time of job j at machine i is Wj/Si,. It is the main result of this note that in a flow shop where the machine speeds increase (decrease) from the first to last machine and the workload distributions are ordered by a likelihood ratio criterion, then the makespan of the jobs is stochastically minimized by processing the jobs in the order of least to greatest (greatest to least) workload.

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