• DocumentCode
    3026120
  • Title

    Analysis of different fuzzy CPM network planning procedures

  • Author

    Kanmohammad, S. ; Rahimi, F. ; Sharifian, Mohammad B. B.

  • Author_Institution
    Dept. of Electr. Eng., Tabriz Univ., Iran
  • Volume
    3
  • fYear
    2003
  • fDate
    14-17 Dec. 2003
  • Firstpage
    1074
  • Abstract
    With great progress in fuzzy set theory there have been also several efforts in using this theory in network planning methods such as PERT and CPM to make more realistic usage of them and better dealing with uncertainties that is intrinsic in estimating duration of activities. In this paper, using noninteractive fuzzy subtraction, we have proposed an algorithm that reads fuzzy numbers as activity durations along with their initial and final node numbers; constructs network and computes earliest expected time, latest allowable time, and slack time for each node. At the end, critical path, or paths for different a-cuts are calculated. Instead of classical descriptive methods, we have used numeric methods and whenever the shape of the fuzzy number differs from initial shape (e.g. triangular), using defuzzification with center of gravity and refuzzification; we convert the number to its initial shape.
  • Keywords
    critical path analysis; fuzzy set theory; warehousing; activity durations; bell-shaped estimation; defuzzification; final node numbers; fuzzy CPM network planning; fuzzy critical path; fuzzy numbers; fuzzy set theory; initial node numbers; membership functions; noninteractive fuzzy subtraction; triangular estimation; warehousing mechanization; Dynamic programming; Fuzzy control; Fuzzy set theory; Fuzzy systems; Graph theory; Gravity; Large-scale systems; Project management; Shape; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics, Circuits and Systems, 2003. ICECS 2003. Proceedings of the 2003 10th IEEE International Conference on
  • Print_ISBN
    0-7803-8163-7
  • Type

    conf

  • DOI
    10.1109/ICECS.2003.1301696
  • Filename
    1301696