Sensitivity Analysis and Time-Cost Tradeoffs in Stochastic Activity Networks

Using Monte Carlo simulation, this paper proposes a new estimator for the gradient of the first moment of project completion time. Combining the new stochastic gradient estimator with a Taylor series approximation, a functional estimation procedure for activity criticality and expected project completion time is proposed and applied to optimization problems involving time-cost tradeoffs.