Approaching activity duration in PERT by means of fuzzy sets theory and statistics

  • Authors:
  • Konstantinos A. Chrysafis;Basil K. Papadopoulos

  • Affiliations:
  • Section of Mathematics and Management, Department of Civil Engineering, School of Engineering, Democritus University of Thrace, Xanthi, Greece;Section of Mathematics and Management, Department of Civil Engineering, School of Engineering, Democritus University of Thrace, Xanthi, Greece

  • Venue:
  • Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
  • Year:
  • 2014

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Abstract

Taking into account the intrinsic drawbacks of both classic and fuzzy PERT, the authors present a new approach in an attempt to deal with them. The tools for this approach are fuzzy statistics and fuzzy probabilities. A necessary condition for this approach is the existence of statistical data for the project activity duration. The final findings are the fuzzy activity times earliest/latest start --earliest/latest finish, the fuzzy float, the Criticality Degree both for each activity and for each path, a fuzzy probability for the activity duration to be in a certain time interval and a fuzzy probability for the project completion time to be in certain time interval. A numerical example is provided for thorough comprehension.