TY - GEN
T1 - A Bounding Technique for Probabilistic PERT
AU - Goman, Maksim
PY - 2019
Y1 - 2019
N2 - Bounding time distributions has been an effective way of improvements of the original PERT method.
Analytical enhancement of PERT is often an effective time bounding approach. However, one thing that is
missing today is a combination of time distributions which parameters can be effectively obtained
empirically and the effective bounding technique for them. We aim at addressing this gap and suggest
Cornish-Fisher expansion (CFE) to compute time bounds in formal models like the classical PERT.
We argue that CFE allows us to evaluate analytically approximate time bounds easily without resort to
simulations. This bounding approach is useful in case of complex distribution functions of task durations,
because analytical derivation of project completion time distribution is tedious. Our example shows CFE
usage for uniform time distributions and comparison with time bounds of classical PERT.
AB - Bounding time distributions has been an effective way of improvements of the original PERT method.
Analytical enhancement of PERT is often an effective time bounding approach. However, one thing that is
missing today is a combination of time distributions which parameters can be effectively obtained
empirically and the effective bounding technique for them. We aim at addressing this gap and suggest
Cornish-Fisher expansion (CFE) to compute time bounds in formal models like the classical PERT.
We argue that CFE allows us to evaluate analytically approximate time bounds easily without resort to
simulations. This bounding approach is useful in case of complex distribution functions of task durations,
because analytical derivation of project completion time distribution is tedious. Our example shows CFE
usage for uniform time distributions and comparison with time bounds of classical PERT.
UR - https://www.scopus.com/pages/publications/85077492621
U2 - 10.1007/978-3-030-37632-1_10
DO - 10.1007/978-3-030-37632-1_10
M3 - Conference proceedings
VL - 375
T3 - Lecture Notes in Business Information Processing (LNBIP)
SP - 112
EP - 122
BT - Research and Practical Issues of Enterprise Information Systems
A2 - Doucek, Petr
A2 - Basl, Josef
A2 - Pavlicek, Antonin
A2 - Tjoa, A Min
A2 - Detter, Katrin
A2 - Raffai, Maria
PB - Springer
CY - Schweiz
ER -