D. Golenkoginzburg, A 2-LEVEL DECISION-MAKING MODEL FOR CONTROLLING STOCHASTIC PROJECTS, International journal of production economics, 32(1), 1993, pp. 117-127
We consider projects with a high level of uncertainty comprising activ
ities of random time duration and both random and deterministic altern
ative outcomes in key nodes. A two-level control model is developed. O
n the upper level decision-making centers on choosing an optimal outco
me direction at every deterministic alternative node which is reached
in the course of the project's realization. On the lower level (betwee
n two adjacent decision-making nodes) the problem of controlling a pro
ject is, in essence: (a) Calculating periodically and examining the pr
obability of meeting the project's due date on time; (b) Redistributin
g, if necessary, the project's budget among the activities to minimize
the project's average remaining time duration. Heuristic procedures t
o solve this stochastic optimization problem are presented. A numerica
l example is given.