This paper is concerned with two types of bicriterion stochastic sched
uling problems, the first involving a single machine, and the second i
nvolving the m-machine flow shop. In both problem types, a set of n jo
bs is to be processed on one or more machines, and the objective is to
find a job sequence which minimizes the sum of the expected total wei
ghted tardiness and the expected total weighted flowtime. The job proc
essing times are independent random variables and the jobs have a comm
on, random due date. For both problem types, an optimal job sequence i
s obtained by processing the jobs in increasing stochastic order of th
eir processing times.