Title :
Sequential experimentation for estimating the optimal delay of activities in PERT networks
Author_Institution :
Dept. of Oper. Res., Naval Postgraduate Sch., Monterey, CA, USA
Abstract :
Applies the response surface methodology (RSM) utilizing simple fractional designs to optimize the expected present value (EPV) of a stochastic project network with respect to the delay of activities. Such a delay could increase the EPV by postponing negative cash flows, possibly at the expense of also delaying the final payment for the project. The problem was challenging, due to a combination of high variability with a relatively flat objective function near the optimum. Comparisons with the true optimal solutions, where available, indicated the robustness of the approach
Keywords :
PERT; delays; design of experiments; estimation theory; optimisation; PERT networks; activity delays; expected present value; final payment; flat objective function; fractional designs; high variability; negative cash flow postponement; optimal delay estimation; response surface methodology; robustness; sequential experimentation; stochastic project network; Costs; Delay estimation; Design optimization; Intelligent networks; Operations research; Response surface methodology; Robustness; State estimation; Stochastic processes;
Conference_Titel :
Simulation Conference Proceedings, 1995. Winter
Conference_Location :
Arlington, VA
Print_ISBN :
0-78033018-8
DOI :
10.1109/WSC.1995.478744